The submitted runs have been corrected (where necessary) so as to correspond to valid runs in the correct TREC format. The following corrections have been made:
| Participant | Run | Modality | FB/QE | Annotation language | Topic language | Topic field(s) | MAP | P@10 | P@20 | R-prec. | Bpref | NDCG | retrieved images | relevant retrieved images |
| 1 | xrce | XRCE_AUTO_FUSION_SEQ_RERANKING-TEXTLGD_ALL_METANOPRF_PARAGPRF20 | Mixed | FB | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.2765 | 0.5814 | 0.5193 | 0.3465 | 0.3137 | 0.5537 | 70000 | 8802 |
| 2 | xrce | XRCE_AUTO_CONFAGmin_FUSION_SEQ_RERANKING-TEXTLGD_ALL_METANOPRF_PARAGPRF20 | Mixed | FB | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.2681 | 0.5686 | 0.5257 | 0.3413 | 0.3059 | 0.5484 | 70000 | 8709 |
| 3 | xrce | XRCE_AUTO_FUSION_SEQ_RERANKING-TEXTLGD_ALL_METANOPRF_PARAGPRF20-Rer7_Text3 | Mixed | FB | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.2627 | 0.6114 | 0.5407 | 0.3289 | 0.2967 | 0.5359 | 70000 | 8749 |
| 4 | xrce | XRCE_AUTO_FUSION_SEQ_RERANKING_PW2-TEXT_PW2LGD_ALL_METANOPRF_PARAGPRF20 | Mixed | FB | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.2591 | 0.5829 | 0.5143 | 0.3316 | 0.2991 | 0.5376 | 70000 | 8717 |
| 5 | xrce | XRCE_AUTO_CONFAGmin_FUSION_SEQ_RERANKING-TEXTLGD_ALL_META_PARAG | Mixed | NOFB | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.2575 | 0.5957 | 0.5164 | 0.3257 | 0.2945 | 0.5326 | 70000 | 8340 |
| 6 | xrce | XRCE_AUTO_CONF0.7_FUSION_SEQ_RERANKING-TEXTLGD_ALL_METANOPRF_PARAGPRF20 | Mixed | FB | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.2532 | 0.5429 | 0.4986 | 0.3300 | 0.2871 | 0.5359 | 70000 | 8829 |
| 7 | xrce | XRCE_AUTO_FUSION_SEQ_RERANKING-TEXTLGD_ALL_META_PARAG-Rer7_Text3 | Mixed | FB | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.2527 | 0.5971 | 0.5336 | 0.3200 | 0.2873 | 0.5186 | 70000 | 8372 |
| 8 | xrce | XRCE_AUTO_FUSION_SEQ_RERANKING_PW2-TEXT_PW2LGD_ALL_META_PARAG | Mixed | NOFB | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.2495 | 0.5729 | 0.5157 | 0.3189 | 0.2905 | 0.5201 | 70000 | 8339 |
| 9 | xrce | XRCE_AUTO_FUSION_SEQ_RERANKING-TEXTLGD_ALL_METANOPRF_PARAGPRF20-Rer3_Text7 | Mixed | FB | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.2493 | 0.5171 | 0.4743 | 0.3233 | 0.2874 | 0.5353 | 70000 | 8736 |
| 10 | xrce | XRCE_AUTO_CONF0.7_FUSION_SEQ_RERANKING-TEXTLGD_ALL_META_PARAG | Mixed | NOFB | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.2424 | 0.5543 | 0.4907 | 0.3183 | 0.2806 | 0.5210 | 70000 | 8462 |
| 11 | xrce | XRCE_AUTO_FUSION_SEQ_RERANKING-TEXTLGD_ALL_META_PARAG-Rer3_Text7 | Mixed | FB | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.2415 | 0.5414 | 0.4664 | 0.3165 | 0.2800 | 0.5243 | 70000 | 8383 |
| 12 | xrce | ALL_DFRPMETAPRF5_DFRPARAGPRF20 | Textual | FB | EN+FR+DE | EN+FR+DE | TITLE | 0.2361 | 0.4871 | 0.4393 | 0.3077 | 0.2694 | 0.5217 | 70000 | 8658 |
| 13 | unt | untaTxEn | Textual | NOFB | EN | EN | TITLE | 0.2251 | 0.4314 | 0.3871 | 0.3025 | 0.2617 | 0.4774 | 55647 | 7840 |
| 14 | telecom | telecom_en_flickr_wiki_maj | Textual | QE | EN+FR+DE | EN | TITLE | 0.2227 | 0.4829 | 0.4407 | 0.2953 | 0.2700 | 0.4809 | 70000 | 7854 |
| 15 | unt | untaTxFr | Textual | NOFB | FR | FR | TITLE | 0.2200 | 0.4229 | 0.3986 | 0.2855 | 0.2567 | 0.4634 | 58476 | 7641 |
| 16 | i2rcviu | MONOLINGUAL | Textual | NOFB | EN | EN+FR+DE | TITLE | 0.2126 | 0.4486 | 0.4143 | 0.2832 | 0.2585 | 0.4805 | 68739 | 6955 |
| 17 | unt* | untMan1TxEn* | Textual | FB | EN | EN | TITLE | 0.2064 | 0.5886 | 0.5021 | 0.2603 | 0.2411 | 0.3639 | 11779 | 4584 |
| 18 | telecom | telecom_en_flickr_wiki | Textual | QE | EN+FR+DE | EN | TITLE | 0.2052 | 0.4786 | 0.4236 | 0.2677 | 0.2422 | 0.4670 | 70000 | 7789 |
| 19 | xrce | LGD_ALL_METANOPRF_PARAGPRF20 | Textual | FB | EN+FR+DE | EN+FR+DE | TITLE | 0.2045 | 0.4686 | 0.4200 | 0.2782 | 0.2413 | 0.4903 | 69848 | 7985 |
| 20 | dcu | dcuRunOkapi | Textual | QE | EN | EN | TITLE | 0.2039 | 0.4271 | 0.3907 | 0.2832 | 0.2491 | 0.4288 | 67706 | 6865 |
| 21 | dcu | dcuRunOkapiAll | Textual | QE | EN+FR+DE | EN+FR+DE | TITLE | 0.2039 | 0.4271 | 0.3907 | 0.2832 | 0.2491 | 0.4288 | 67706 | 6865 |
| 22 | telecom | telecom_en_flickr_wiki_maj_visual_bag_reranked | Mixed | QE | EN+FR+DE | EN | TITLEIMG_Q | 0.2026 | 0.4914 | 0.4336 | 0.2720 | 0.2504 | 0.4630 | 70000 | 7262 |
| 23 | telecom | telecom_en_flickr_wiki_maj_visual_merged | Mixed | QE | EN+FR+DE | EN | TITLEIMG_Q | 0.2023 | 0.4871 | 0.4293 | 0.2726 | 0.2487 | 0.4623 | 70000 | 7258 |
| 24 | cheshire | BRK_T2BF_ENDEFR_ALL | Textual | FB | EN+FR+DE | EN+FR+DE | TITLE | 0.2014 | 0.4600 | 0.4036 | 0.2739 | 0.2380 | 0.4372 | 70000 | 6986 |
| 25 | telecom | telecom_en_flickr_wiki_maj_visual_tlep_reranked | Mixed | QE | EN+FR+DE | EN | TITLEIMG_Q | 0.2000 | 0.4914 | 0.4286 | 0.2639 | 0.2440 | 0.4610 | 70000 | 7245 |
| 26 | duth | DUTH_20_MinMaxSum | Mixed | NOFB | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.1998 | 0.5200 | 0.4836 | 0.2820 | 0.2507 | 0.4355 | 70000 | 6888 |
| 27 | telecom | telecom_mixed_flickr_wiki_maj | Textual | QE | EN+FR+DE | EN+FR+DE | TITLE | 0.1994 | 0.4886 | 0.4250 | 0.2748 | 0.2442 | 0.4691 | 70000 | 8328 |
| 28 | telecom | telecom_en_flickr_wiki_visual_merged | Mixed | QE | EN+FR+DE | EN | TITLEIMG_Q | 0.1985 | 0.4586 | 0.4150 | 0.2626 | 0.2367 | 0.4592 | 70000 | 7440 |
| 29 | i2rcviu | I2R.VISUAL.NDK | Mixed | NOFB | EN+FR+DE | EN+FR+DE | TITLE | 0.1984 | 0.4971 | 0.4321 | 0.2761 | 0.2466 | 0.4546 | 64830 | 6084 |
| 30 | telecom | telecom_en_flickr_wiki_visual_bag_reranked | Mixed | QE | EN+FR+DE | EN | TITLEIMG_Q | 0.1974 | 0.4729 | 0.4179 | 0.2621 | 0.2382 | 0.4576 | 70000 | 7460 |
| 31 | telecom | telecom_en_flickr_wiki_visual_tlep_reranked | Mixed | QE | EN+FR+DE | EN | TITLEIMG_Q | 0.1960 | 0.4600 | 0.4164 | 0.2573 | 0.2354 | 0.4587 | 70000 | 7445 |
| 32 | i2rcviu | I2R.Feat.selection | Textual | NOFB | EN+FR+DE | EN+FR+DE | TITLE | 0.1945 | 0.4600 | 0.4186 | 0.2684 | 0.2365 | 0.4561 | 68252 | 6216 |
| 33 | cheshire | BRK_T2BF_EN_ALL | Textual | FB | EN | EN | TITLE | 0.1941 | 0.4929 | 0.4364 | 0.2713 | 0.2397 | 0.4373 | 69369 | 6900 |
| 34 | uned | UNED-UV1_EN+FR+DE_YES_EN+FR+DE_AUTO_NOFB_TXT_TITLE | Textual | NOFB | EN+FR+DE | EN+FR+DE | TITLE | 0.1927 | 0.3914 | 0.3564 | 0.2663 | 0.2282 | 0.4092 | 50180 | 6556 |
| 35 | telecom | telecom_mixed_flickr_wiki_maj_visual_bag_reranked | Mixed | QE | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.1917 | 0.4700 | 0.4186 | 0.2721 | 0.2369 | 0.4518 | 68464 | 7943 |
| 36 | telecom | telecom_mixed_flickr_wiki_maj_visual_merged | Mixed | QE | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.1906 | 0.4800 | 0.4229 | 0.2697 | 0.2352 | 0.4515 | 68464 | 7935 |
| 37 | xrce | LGD_ALL_META_PARAG | Textual | NOFB | EN+FR+DE | EN+FR+DE | TITLE | 0.1903 | 0.4629 | 0.4000 | 0.2746 | 0.2368 | 0.4710 | 66862 | 7640 |
| 38 | telecom | telecom_mixed_flickr_wiki | Textual | QE | EN+FR+DE | EN+FR+DE | TITLE | 0.1895 | 0.4800 | 0.4214 | 0.2562 | 0.2320 | 0.4614 | 70000 | 8414 |
| 39 | telecom | telecom_mixed_flickr_wiki_maj_visual_tlep_reranked | Mixed | QE | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.1878 | 0.4686 | 0.4171 | 0.2672 | 0.2327 | 0.4483 | 68464 | 7901 |
| 40 | uned | UNED-UV9_EN+FR+DE_YES_EN+FR+DE_AUTO_NOFB_TXT_TITLE | Textual | NOFB | EN+FR+DE | EN+FR+DE | TITLE | 0.1865 | 0.4200 | 0.3636 | 0.2638 | 0.2253 | 0.4012 | 48883 | 6634 |
| 41 | duth | DUTH_ZscoreSum | Mixed | NOFB | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.1863 | 0.3729 | 0.3521 | 0.2760 | 0.2302 | 0.4586 | 70000 | 7955 |
| 42 | duth | DUTH_20_ZscoreSum | Mixed | NOFB | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.1859 | 0.3643 | 0.3414 | 0.2700 | 0.2265 | 0.4771 | 70000 | 8615 |
| 43 | i2rcviu | I2R.baseline | Textual | NOFB | EN+FR+DE | EN+FR+DE | TITLE | 0.1847 | 0.4214 | 0.3936 | 0.2642 | 0.2278 | 0.4471 | 68247 | 6036 |
| 44 | i2rcviu | I2R.PRF | Textual | FB | EN+FR+DE | EN+FR+DE | TITLE | 0.1840 | 0.4386 | 0.3993 | 0.2656 | 0.2299 | 0.4388 | 68920 | 5895 |
| 45 | telecom | telecom_mixed_flickr_wiki_visual_merged | Mixed | QE | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.1839 | 0.4757 | 0.4236 | 0.2565 | 0.2289 | 0.4499 | 68648 | 8181 |
| 46 | telecom | telecom_mixed_flickr_wiki_visual_tlep_reranked | Mixed | QE | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.1831 | 0.4786 | 0.4186 | 0.2566 | 0.2284 | 0.4489 | 68648 | 8156 |
| 47 | telecom | telecom_mixed_flickr_wiki_visual_bag_reranked | Mixed | QE | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.1821 | 0.4629 | 0.4171 | 0.2573 | 0.2280 | 0.4477 | 68648 | 8144 |
| 48 | daedalus | DAEDALUS_W_CT | Textual | QE | EN+FR+DE | EN+FR+DE | TITLE | 0.1820 | 0.4471 | 0.4029 | 0.2662 | 0.2314 | 0.4055 | 53859 | 6453 |
| 49 | duth | DUTH_baseline | Textual | NOFB | EN+FR+DE | EN+FR+DE | TITLE | 0.1818 | 0.4243 | 0.4079 | 0.2545 | 0.2267 | 0.4554 | 70000 | 6595 |
| 50 | sztaki | bp_acad_txtimg50_20_03 | Mixed | QE | EN | EN | TITLEIMG_Q | 0.1794 | 0.4857 | 0.4329 | 0.2685 | 0.2318 | 0.3865 | 57518 | 6412 |
| 51 | uned | UNED-UV11_EN+FR+DE_YES_EN+FR+DE_AUTO_FB_TXTIMG_TITLE | Mixed | FB | EN+FR+DE | EN+FR+DE | TITLE | 0.1792 | 0.3914 | 0.3629 | 0.2514 | 0.2175 | 0.3887 | 49356 | 6296 |
| 52 | uned | UNED-UV8_EN+FR+DE_YES_EN+FR+DE_AUTO_NOFB_TXT_TITLE | Textual | NOFB | EN+FR+DE | EN+FR+DE | TITLE | 0.1790 | 0.3914 | 0.3350 | 0.2533 | 0.2150 | 0.4006 | 50180 | 6537 |
| 53 | sztaki | bp_acad_txtimg50_20_01 | Mixed | QE | EN | EN | TITLEIMG_Q | 0.1779 | 0.4729 | 0.4257 | 0.2687 | 0.2296 | 0.3857 | 57518 | 6412 |
| 54 | sztaki | bp_acad_the_text | Textual | NOFB | EN | EN | TITLE | 0.1768 | 0.4714 | 0.4229 | 0.2678 | 0.2287 | 0.3845 | 57518 | 6412 |
| 55 | xrce | XRCE_AUTO_SEQ_RERANKING-LGD_ALL_META_PARAG | Mixed | NOFB | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.1747 | 0.5029 | 0.4471 | 0.2389 | 0.2242 | 0.4321 | 70000 | 7916 |
| 56 | i2rcviu | DUAL_LINGUAL | Textual | FB | EN+FR+DE | EN+FR+DE | TITLE | 0.1742 | 0.4271 | 0.3964 | 0.2628 | 0.2263 | 0.4223 | 68072 | 5610 |
| 57 | sztaki | bp_acad_text | Textual | NOFB | EN | EN | TITLE | 0.1737 | 0.4671 | 0.4171 | 0.2652 | 0.2256 | 0.3740 | 46729 | 6317 |
| 58 | daedalus | DAEDALUS_W_CTS | Textual | QE | EN+FR+DE | EN+FR+DE | TITLE | 0.1737 | 0.3943 | 0.3521 | 0.2478 | 0.2225 | 0.4315 | 62230 | 6871 |
| 59 | uned | UNED-UV20_EN+FR+DE_YES_EN+FR+DE_AUTO_FB_TXTIMG_TITLE | Mixed | FB | EN+FR+DE | EN+FR+DE | TITLE | 0.1717 | 0.4071 | 0.3571 | 0.2499 | 0.2133 | 0.3803 | 48005 | 6333 |
| 60 | duth | DUTH_RFTwoStageZs | Mixed | FB | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.1633 | 0.3786 | 0.3493 | 0.2188 | 0.2091 | 0.3963 | 70000 | 5569 |
| 61 | uned | UNED-UV2_EN+FR+DE_YES_EN_AUTO_NOFB_TXT_TITLE | Textual | NOFB | EN+FR+DE | EN | TITLE | 0.1627 | 0.3657 | 0.3293 | 0.2340 | 0.2002 | 0.3582 | 40351 | 5328 |
| 62 | daedalus | DAEDALUS_NER_W_CT | Textual | QE | EN+FR+DE | EN+FR+DE | TITLE | 0.1610 | 0.4043 | 0.3736 | 0.2514 | 0.2166 | 0.3801 | 55979 | 6038 |
| 63 | duth | DUTH_TwoStageZsv2 | Mixed | FB | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.1595 | 0.3629 | 0.3400 | 0.2157 | 0.2054 | 0.3928 | 70000 | 5569 |
| 64 | daedalus | DAEDALUS_NER_W_CTS | Textual | QE | EN+FR+DE | EN+FR+DE | TITLE | 0.1593 | 0.4029 | 0.3593 | 0.2342 | 0.2079 | 0.4036 | 65779 | 6105 |
| 65 | duth | DUTH_RFTwoStage | Mixed | FB | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.1589 | 0.3700 | 0.3393 | 0.2185 | 0.2051 | 0.3925 | 70000 | 5573 |
| 66 | nus | nustextonly | Textual | NOFB | EN | EN | TITLE | 0.1581 | 0.3529 | 0.3264 | 0.2386 | 0.2043 | 0.3487 | 52068 | 5838 |
| 67 | duth | DUTH_kiacdfMax | Mixed | NOFB | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.1565 | 0.3300 | 0.3021 | 0.2282 | 0.1912 | 0.4115 | 70000 | 6612 |
| 68 | uned | UNED-UV12_EN+FR+DE_YES_EN+FR+DE_AUTO_QE_TXTIMG_TITLE | Mixed | QE | EN+FR+DE | EN+FR+DE | TITLE | 0.1525 | 0.3943 | 0.3621 | 0.2236 | 0.1939 | 0.3341 | 44091 | 4997 |
| 69 | uned | UNED-UV10_EN+FR+DE_YES_EN+FR+DE_AUTO_NOFB_TXTIMG_TITLE | Mixed | NOFB | EN+FR+DE | EN+FR+DE | TITLE | 0.1502 | 0.3971 | 0.3607 | 0.2204 | 0.1920 | 0.3318 | 44091 | 4981 |
| 70 | uned | UNED-UV14_EN+FR+DE_YES_EN_AUTO_FB_TXTIMG_TITLE | Mixed | FB | EN+FR+DE | EN | TITLE | 0.1498 | 0.3543 | 0.3250 | 0.2203 | 0.1902 | 0.3387 | 39402 | 5165 |
| 71 | daedalus | DAEDALUS_Bas | Textual | NOFB | EN+FR+DE | EN+FR+DE | TITLE | 0.1492 | 0.3971 | 0.3529 | 0.2377 | 0.2030 | 0.3556 | 52204 | 6088 |
| 72 | uned | UNED-UV19_EN+FR+DE_YES_EN+FR+DE_AUTO_NOFB_TXTIMG_TITLE | Mixed | FB | EN+FR+DE | EN | TITLE | 0.1427 | 0.4171 | 0.3671 | 0.2166 | 0.1872 | 0.3219 | 42758 | 4918 |
| 73 | duth | DUTH_TwoStage | Mixed | NOFB | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.1406 | 0.3957 | 0.3436 | 0.2072 | 0.1903 | 0.4086 | 68846 | 6302 |
| 74 | cheshire | BRK_T2BF_EN_EN | Textual | FB | EN | EN | TITLE | 0.1386 | 0.4286 | 0.3736 | 0.2319 | 0.1941 | 0.3274 | 44839 | 5502 |
| 75 | duth | DUTH_TwoStageZs | Mixed | NOFB | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.1377 | 0.3971 | 0.3429 | 0.2043 | 0.1877 | 0.4067 | 68846 | 6261 |
| 76 | uned | UNED-UV3_EN_YES_EN_AUTO_NOFB_TXT_TITLE | Textual | NOFB | EN | EN | TITLE | 0.1370 | 0.3871 | 0.3336 | 0.2146 | 0.1787 | 0.3168 | 38555 | 4609 |
| 77 | uned | UNED-UV15_EN+FR+DE_YES_EN_AUTO_QE_TXTIMG_TITLE | Mixed | QE | EN+FR+DE | EN | TITLE | 0.1286 | 0.3829 | 0.3386 | 0.1947 | 0.1687 | 0.2935 | 33865 | 3905 |
| 78 | uned | UNED-UV17_EN_YES_EN_AUTO_FB_TXTIMG_TITLE | Mixed | FB | EN | EN | TITLE | 0.1285 | 0.3614 | 0.3379 | 0.2047 | 0.1723 | 0.3049 | 37717 | 4485 |
| 79 | uned | UNED-UV13_EN+FR+DE_YES_EN_AUTO_NOFB_TXTIMG_TITLE | Mixed | NOFB | EN+FR+DE | EN | TITLE | 0.1261 | 0.3857 | 0.3307 | 0.1879 | 0.1650 | 0.2909 | 33865 | 3915 |
| 80 | daedalus | DAEDALUS_NER_Bas | Textual | QE | EN+FR+DE | EN+FR+DE | TITLE | 0.1249 | 0.3643 | 0.3236 | 0.2115 | 0.1825 | 0.3255 | 53657 | 5628 |
| 81 | duth | DUTH_baseline_metadata | Textual | NOFB | EN+FR+DE | EN+FR+DE | TITLE | 0.1230 | 0.3700 | 0.3171 | 0.1754 | 0.1573 | 0.3073 | 70000 | 5007 |
| 82 | dcu | dcuRunOkapiFR | Textual | QE | FR | FR | TITLE | 0.1192 | 0.3243 | 0.2707 | 0.1820 | 0.1600 | 0.2707 | 68459 | 4014 |
| 83 | uned | UNED-UV16_EN_YES_EN_AUTO_NOFB_TXTIMG_TITLE | Mixed | NOFB | EN | EN | TITLE | 0.1089 | 0.4043 | 0.3357 | 0.1728 | 0.1491 | 0.2588 | 32372 | 3361 |
| 84 | uned | UNED-UV18_EN_YES_EN_AUTO_QE_TXTIMG_TITLE | Mixed | QE | EN | EN | TITLE | 0.1077 | 0.3886 | 0.3307 | 0.1729 | 0.1492 | 0.2571 | 32372 | 3360 |
| 85 | duth | DUTH_20_Borda_Normnonlinear | Mixed | NOFB | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.1028 | 0.3314 | 0.2864 | 0.1692 | 0.1480 | 0.3068 | 70000 | 5564 |
| 86 | duth | DUTH_20_Borda_nonlinear | Mixed | NOFB | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.0978 | 0.3329 | 0.2821 | 0.1643 | 0.1445 | 0.3011 | 70000 | 5445 |
| 87 | duth | DUTH_20_Borda_Norm | Mixed | NOFB | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.0963 | 0.2886 | 0.2643 | 0.1589 | 0.1381 | 0.2906 | 70000 | 5219 |
| 88 | uned | UNED-UV6_EN+FR+DE_YES_DE_AUTO_NOFB_TXT_TITLE | Textual | NOFB | DE | DE | TITLE | 0.0936 | 0.2671 | 0.2314 | 0.1312 | 0.1151 | 0.1885 | 12453 | 2400 |
| 89 | uned | UNED-UV4_EN+FR+DE_YES_FR_AUTO_NOFB_TXT_TITLE | Textual | NOFB | EN+FR+DE | FR | TITLE | 0.0920 | 0.2829 | 0.2536 | 0.1492 | 0.1301 | 0.2128 | 27946 | 2792 |
| 90 | duth | DUTH_20_Borda | Mixed | NOFB | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.0917 | 0.2943 | 0.2564 | 0.1527 | 0.1344 | 0.2851 | 70000 | 5151 |
| 91 | nus | nusconceptonly | Textual | NOFB | EN | EN | TITLE | 0.0897 | 0.3329 | 0.2743 | 0.1533 | 0.1343 | 0.2346 | 64102 | 3111 |
| 92 | cheshire | BRK_T2BF_FR_ALL | Textual | FB | FR | FR | TITLE | 0.0853 | 0.2671 | 0.2250 | 0.1358 | 0.1235 | 0.2384 | 69790 | 4110 |
| 93 | cheshire | BRK_T2BF_DE_ALL | Textual | FB | DE | DE | TITLE | 0.0820 | 0.2357 | 0.2043 | 0.1142 | 0.1072 | 0.2038 | 60015 | 3262 |
| 94 | nus | nusconceptrelated | Mixed | NOFB | EN | EN | TITLEIMG_Q | 0.0758 | 0.2671 | 0.2321 | 0.1358 | 0.1234 | 0.2498 | 70000 | 4074 |
| 95 | duth | DUTH_Borda | Mixed | NOFB | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.0686 | 0.3086 | 0.2679 | 0.1247 | 0.1140 | 0.2249 | 70000 | 3977 |
| 96 | duth | DUTH_Borda_Norm | Mixed | NOFB | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.0674 | 0.3100 | 0.2607 | 0.1241 | 0.1102 | 0.2120 | 70000 | 3728 |
| 97 | uned | UNED-UV5_FR_YES_FR_AUTO_NOFB_TXT_TITLE | Textual | NOFB | FR | FR | TITLE | 0.0661 | 0.2943 | 0.2650 | 0.1156 | 0.1017 | 0.1703 | 24440 | 2095 |
| 98 | duth | DUTH_Borda_nonlinear | Mixed | NOFB | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.0648 | 0.3243 | 0.2779 | 0.1166 | 0.1086 | 0.2101 | 70000 | 3597 |
| 99 | cheshire | BRK_T2BF_FR_FR | Textual | FB | FR | FR | TITLE | 0.0623 | 0.3429 | 0.2707 | 0.1294 | 0.1088 | 0.1800 | 28456 | 2498 |
| 100 | rgu | combine | Mixed | NOFB | EN | EN | TITLEIMG_Q | 0.0617 | 0.2271 | 0.2129 | 0.1221 | 0.1029 | 0.2038 | 70000 | 4535 |
| 101 | rgu | T+F_L | Mixed | NOFB | EN | EN | TITLEIMG_Q | 0.0617 | 0.2257 | 0.2143 | 0.1228 | 0.1027 | 0.2051 | 43829 | 4520 |
| 102 | uned | UNED-UV7_DE_YES_DE_AUTO_NOFB_TXT_TITLE | Textual | NOFB | DE | DE | TITLE | 0.0603 | 0.2586 | 0.2221 | 0.0994 | 0.0851 | 0.1378 | 11233 | 2092 |
| 103 | duth | DUTH_Borda_Normnonlinear | Mixed | NOFB | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.0597 | 0.3229 | 0.2771 | 0.1078 | 0.0990 | 0.1935 | 70000 | 3313 |
| 104 | nus | nusconceptrelated3 | Mixed | NOFB | EN | EN | TITLEIMG_Q | 0.0573 | 0.2186 | 0.2043 | 0.1116 | 0.1021 | 0.2125 | 70000 | 3520 |
| 105 | xrce | XRCE_AUTO_IMG | Visual | NOFB | N/A | | IMG_Q | 0.0553 | 0.2957 | 0.2686 | 0.1020 | 0.1027 | 0.1915 | 70000 | 3705 |
| 106 | duth | DUTH_MinMaxSum | Mixed | NOFB | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.0516 | 0.3114 | 0.2600 | 0.0929 | 0.0876 | 0.1724 | 70000 | 2636 |
| 107 | cheshire | BRK_T2BF_DE_DE | Textual | FB | DE | DE | TITLE | 0.0505 | 0.2657 | 0.2114 | 0.1029 | 0.0851 | 0.1378 | 16217 | 2327 |
| 108 | rgu | TXF_C | Mixed | NOFB | EN | EN | TITLEIMG_Q | 0.0486 | 0.1443 | 0.1514 | 0.0992 | 0.0821 | 0.1738 | 42415 | 4292 |
| 109 | rgu | TXF_L | Mixed | NOFB | EN | EN | TITLEIMG_Q | 0.0484 | 0.1500 | 0.1486 | 0.0938 | 0.0791 | 0.1759 | 43829 | 4182 |
| 110 | uaic | dfiush | Mixed | QE | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.0423 | 0.1543 | 0.1529 | 0.0744 | 0.0582 | 0.1119 | 18678 | 1943 |
| 111 | rgu | T+F_C | Mixed | NOFB | EN | EN | TITLEIMG_Q | 0.0325 | 0.1143 | 0.1171 | 0.0680 | 0.0583 | 0.1353 | 43742 | 3506 |
| 112 | uaic | bgtfv | Mixed | QE | EN+FR+DE | EN+FR+DE | TITLEIMG_Q | 0.0248 | 0.1086 | 0.1121 | 0.0506 | 0.0451 | 0.0709 | 18314 | 1810 |
| 113 | nus | nusconceptrelatedimage7 | Mixed | NOFB | EN | EN | TITLEIMG_Q | 0.0149 | 0.1900 | 0.1307 | 0.0205 | 0.0198 | 0.0432 | 1071 | 451 |
| 114 | nus | nusimageconcept10 | Mixed | NOFB | EN | EN | TITLE | 0.0140 | 0.0757 | 0.0721 | 0.0204 | 0.0182 | 0.0301 | 7117 | 676 |
| 115 | nus | nustexttagimage | Mixed | NOFB | EN | EN | IMG_Q | 0.0130 | 0.2300 | 0.1607 | 0.0211 | 0.0194 | 0.0432 | 769 | 334 |
| 116 | nus | nusconceptrelatedimage3 | Mixed | NOFB | EN | EN | TITLEIMG_Q | 0.0125 | 0.1657 | 0.1164 | 0.0171 | 0.0165 | 0.0368 | 949 | 368 |
| 117 | nus | nusconceptrelatedimage | Visual | NOFB | EN | EN | TITLEIMG_Q | 0.0120 | 0.1943 | 0.1257 | 0.0177 | 0.0161 | 0.0389 | 690 | 277 |
| 118 | nus | nusimageconcept7 | Mixed | NOFB | EN | EN | IMG_Q | 0.0110 | 0.0671 | 0.0643 | 0.0176 | 0.0151 | 0.0253 | 7008 | 493 |
| 119 | nus | nusimageonly | Visual | NOFB | N/A | EN | IMG_Q | 0.0100 | 0.1000 | 0.0864 | 0.0299 | 0.0310 | 0.0542 | 70000 | 1419 |
| 120 | nus | nusimageconcept | Textual | NOFB | EN | EN | TITLE | 0.0081 | 0.0700 | 0.0614 | 0.0141 | 0.0126 | 0.0216 | 4417 | 408 |
| 121 | rgu | c_leszek | Visual | NOFB | N/A | | IMG_Q | 0.0069 | 0.0614 | 0.0593 | 0.0245 | 0.0243 | 0.0491 | 70000 | 999 |
| 122 | nus | nusimageconceptimage7 | Mixed | NOFB | EN | EN | TITLEIMG_Q | 0.0050 | 0.0757 | 0.0536 | 0.0057 | 0.0056 | 0.0119 | 588 | 183 |
| 123 | nus | nusimageconceptimage3 | Mixed | NOFB | EN | EN | TITLEIMG_Q | 0.0034 | 0.0743 | 0.0579 | 0.0044 | 0.0043 | 0.0100 | 505 | 121 |
| 124 | rgu | W+F_C | Mixed | NOFB | EN | EN | TITLEIMG_Q | 0.0031 | 0.0086 | 0.0129 | 0.0128 | 0.0122 | 0.0318 | 61423 | 596 |
| 125 | sztaki | bp_acad_img | Visual | NOFB | N/A | | IMG_Q | 0.0015 | 0.0071 | 0.0079 | 0.0104 | 0.0398 | 0.0361 | 69930 | 1142 |
| 126 | rgu | c_add | Visual | NOFB | N/A | | IMG_Q | 0.0003 | 0.0100 | 0.0050 | 0.0029 | 0.0030 | 0.0050 | 70000 | 106 |
| 127 | cheshire | BRK_FEAT_T3 | Visual | NOFB | N/A | | IMG_Q | 0.0001 | 0.0071 | 0.0086 | 0.0025 | 0.0025 | 0.0041 | 70000 | 116 |