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# Author Model name Date Paper FPS Hardware Meta Other AP AP50 AP75 AR1 AR10
1
#15400
Abash
User #1755
test4
MaCVi 26
10-Feb-2026 🔗 8 NVIDIA H100 0.3780 0.7022 0.3558 0.2701 0.5032
2
#15402
Abash
User #1755
test6
MaCVi 26
10-Feb-2026 🔗 8 NVIDIA H100 0.3780 0.6983 0.3576 0.2690 0.5055
3
#15401
Abash
User #1755
test5
MaCVi 26
10-Feb-2026 🔗 8 NVIDIA H100 0.3739 0.7049 0.3427 0.2680 0.4967
4
#15355
Abash
User #1755
test3
MaCVi 26
07-Feb-2026 🔗 2.4 NVIDIA H100 0.3743 0.7028 0.3529 0.2658 0.5093
5
#15325
zzh
User #1757
YCITTT
MaCVi 26
06-Feb-2026 🔗 90 5060ti 0.3180 0.6028 0.2881 0.2548 0.3868
6
#15353
University of Taipei
User #1754
MaCVi 2026
MaCVi 26
07-Feb-2026 🔗 15 RTX 5090 0.3542 0.6894 0.3108 0.2547 0.4896
7
#15352
University of Taipei
User #1754
MaCVi 2026
MaCVi 26
07-Feb-2026 🔗 15 RTX 3090 0.3519 0.6905 0.3077 0.2544 0.4882
8
#15423
mygroup
User #476
test1
MaCVi 26
10-Feb-2026 🔗 8 V100 0.3388 0.6656 0.3068 0.2535 0.4473
9
#15256
FER-LABUST
User #392
1st test upload
MaCVi 26
04-Feb-2026 🔗 0 Nvidia RTX 4070Ti-Super 0.3447 0.6304 0.3252 0.2513 0.4131
10
#15336
University of Taipei
User #1754
MaCVi 2026
MaCVi 26
07-Feb-2026 🔗 15 RTX 3090 0.3500 0.6907 0.3060 0.2512 0.4862
11
#15289
none
User #1753
test4
MaCVi 26
06-Feb-2026 🔗 0 RTX4090 0.3319 0.6684 0.2833 0.2506 0.4460
12
#15233
Abash
User #1755
test2
MaCVi 26
03-Feb-2026 🔗 2.5 NVIDIA H100 0.3448 0.6704 0.3076 0.2506 0.4888
13
#15320
zzh
User #1757
YCITTT
MaCVi 26
06-Feb-2026 🔗 90 5060ti 0.3165 0.5887 0.3059 0.2497 0.3878
14
#15332
University of Taipei
User #1754
MaCVi 2026
MaCVi 26
07-Feb-2026 🔗 4.0 RTX 3090 0.3306 0.6317 0.2948 0.2479 0.4667
15
#15224
Abash
User #1755
test1
MaCVi 26
03-Feb-2026 🔗 39.3 NVIDIA H100 0.3255 0.6405 0.2940 0.2471 0.4214
16
#15218
University of Taipei
User #1754
MaCVi 2026
MaCVi 26
03-Feb-2026 🔗 8.7 RTX 3090 0.3217 0.6484 0.2716 0.2465 0.4526
17
#15351
University of Taipei
User #1754
MaCVi 2026
MaCVi 26
07-Feb-2026 🔗 15 RTX 3090 0.3470 0.6886 0.3046 0.2465 0.4847
18
#15362
University of Taipei
User #1754
MaCVi 2026
MaCVi 26
07-Feb-2026 🔗 7.2 RTX 3090 0.3271 0.6621 0.2832 0.2463 0.4558
19
#15361
University of Taipei
User #1754
MaCVi 2026
MaCVi 26
07-Feb-2026 🔗 7.2 RTX 3090 0.3273 0.6623 0.2834 0.2463 0.4558
20
#15344
University of Taipei
User #1754
MaCVi 2026
MaCVi 26
07-Feb-2026 🔗 7.3 RTX 3090 0.3267 0.6611 0.2829 0.2463 0.4558
21
#15343
University of Taipei
User #1754
MaCVi 2026
MaCVi 26
07-Feb-2026 🔗 5.4 RTX 3090 0.3316 0.6548 0.2987 0.2459 0.4660
22
#15455
university of taipei
User #1764
original_challenger
MaCVi 26
12-Feb-2026 🔗 0 RTX 4070 ti super 0.3103 0.6287 0.2756 0.2457 0.4118
23
#15334
University of Taipei
User #1754
MaCVi 2026
MaCVi 26
07-Feb-2026 🔗 15 RTX 3090 0.3067 0.6355 0.2374 0.2456 0.4698
24
#15335
University of Taipei
User #1754
MaCVi 2026
MaCVi 26
07-Feb-2026 🔗 15 RTX 3090 0.3195 0.6584 0.2682 0.2456 0.4724
25
#15474
university of taipei
User #1764
ensemble_wbf_1_3_1
MaCVi 26
13-Feb-2026 🔗 0 RTX 3060 12GB 0.3313 0.6560 0.2785 0.2448 0.4547
26
#15207
University of Taipei
User #1754
MaCVi 2026
MaCVi 26
02-Feb-2026 🔗 6.6 RTX 3090 0.3264 0.6556 0.2797 0.2446 0.4625
27
#15211
University of Taipei
User #1754
MaCVi 2026
MaCVi 26
02-Feb-2026 🔗 6.7 RTX 3090 0.3263 0.6555 0.2797 0.2446 0.4625
28
#15208
University of Taipei
User #1754
MaCVi 2026
MaCVi 26
02-Feb-2026 🔗 6.7 RTX 3090 0.3263 0.6554 0.2797 0.2446 0.4625
29
#15468
university of taipei
User #1764
original_1_ensemble_wbf
MaCVi 26
13-Feb-2026 🔗 0 RTX 3060 12GB 0.3271 0.6478 0.2723 0.2442 0.4545
30
#15209
University of Taipei
User #1754
MaCVi 2026
MaCVi 26
02-Feb-2026 🔗 6.6 RTX 3090 0.3250 0.6480 0.2817 0.2435 0.4530
31
#15473
university of taipei
User #1764
originalensemble_wbf_1_5
MaCVi 26
13-Feb-2026 🔗 0 RTX 3060 12GB 0.3312 0.6542 0.2766 0.2435 0.4542
32
#15345
University of Taipei
User #1754
MaCVi 2026
MaCVi 26
07-Feb-2026 🔗 5.4 RTX 3090 0.3233 0.6595 0.2717 0.2434 0.4523
33
#15220
University of Taipei
User #1754
MaCVi 2026
MaCVi 26
03-Feb-2026 🔗 7 RTX 3090 0.3356 0.6837 0.2890 0.2434 0.4685
34
#15358
University of Taipei
User #1754
MaCVi 2026
MaCVi 26
07-Feb-2026 🔗 7.3 RTX 3090 0.3359 0.6840 0.2892 0.2434 0.4685
35
#15363
University of Taipei
User #1754
MaCVi 2026
MaCVi 26
07-Feb-2026 🔗 7.3 RTX 3090 0.3358 0.6839 0.2891 0.2434 0.4685
36
#15476
university of taipei
User #1764
ensemble_wbf_1_1_1
MaCVi 26
13-Feb-2026 🔗 0 RTX 3060 12GB 0.3331 0.6595 0.2779 0.2434 0.4542
37
#15217
University of Taipei
User #1754
MaCVi 2026
MaCVi 26
03-Feb-2026 🔗 5.1 RTX 3090 0.3232 0.6545 0.2665 0.2433 0.4601
38
#15477
university of taipei
User #1764
ensemble_wbf_1_1_2
MaCVi 26
13-Feb-2026 🔗 0 RTX 3060 12GB 0.3338 0.6624 0.2802 0.2432 0.4545
39
#15342
University of Taipei
User #1754
MaCVi 2026
MaCVi 26
07-Feb-2026 🔗 7.3 RTX 3090 0.3268 0.6590 0.2719 0.2431 0.4606
40
#15484
university of taipei
User #1764
wbf_1_1_3
MaCVi 26
13-Feb-2026 🔗 0 RTX 3060 12GB 0.3334 0.6623 0.2775 0.2429 0.4544
41
#15482
university of taipei
User #1764
wbf_1_1_5
MaCVi 26
13-Feb-2026 🔗 0 RTX 3060 12GB 0.3330 0.6625 0.2745 0.2426 0.4523
42
#15472
university of taipei
User #1764
originalensemble_wbf_3_1
MaCVi 26
13-Feb-2026 🔗 0 RTX 3060 12GB 0.3204 0.6404 0.2601 0.2426 0.4516
43
#15471
university of taipei
User #1764
original_ensemble_wbf_4_1
MaCVi 26
13-Feb-2026 🔗 0 RTX 3060 12GB 0.3173 0.6356 0.2575 0.2425 0.4525
44
#15483
university of taipei
User #1764
wbf_1_1_25
MaCVi 26
13-Feb-2026 🔗 0 RTX 3060 12GB 0.3331 0.6610 0.2782 0.2423 0.4545
45
#15379
xjtlu
User #1756
26
MaCVi 26
08-Feb-2026 🔗 70 4090 0.3274 0.6601 0.2787 0.2420 0.4262
46
#15077
Helmut Schmidt University
User #279
Faster-RCNN R50 Baseline
MaCVi 26
23-Jan-2026 🔗 0 A30 0.3137 0.6313 0.2769 0.2417 0.4167
47
#15333
University of Taipei
User #1754
MaCVi 2026
MaCVi 26
07-Feb-2026 🔗 2.4 RTX 3090 0.3246 0.6257 0.2864 0.2416 0.4579
48
#15371
xjtlu
User #1756
test3
MaCVi 26
08-Feb-2026 🔗 70 4090 0.3195 0.6392 0.2762 0.2415 0.4140
49
#15354
FER-LABUST
User #392
2nd test upload
MaCVi 26
07-Feb-2026 🔗 0 Nvidia RTX 4070Ti-Super 0.2972 0.5818 0.2618 0.2404 0.3703
50
#15445
111
User #1752
ssl
MaCVi 26
12-Feb-2026 🔗 123 4060ti 0.3191 0.6399 0.2744 0.2392 0.3950
51
#15346
University of Taipei
User #1754
MaCVi 2026
MaCVi 26
07-Feb-2026 🔗 9.9 RTX 3090 0.3246 0.6585 0.2676 0.2388 0.4500
52
#15384
University of Taipei
User #1754
MaCVi 2026
MaCVi 26
08-Feb-2026 🔗 7 RTX 3090 0.3255 0.6494 0.2877 0.2383 0.4718
53
#15347
University of Taipei
User #1754
MaCVi 2026
MaCVi 26
07-Feb-2026 🔗 9.8 RTX 3090 0.3248 0.6465 0.2860 0.2377 0.4613
54
#15151
ycit
User #1752
thermal object detection
MaCVi 26
31-Jan-2026 🔗 30 5880 0.3031 0.6229 0.2465 0.2377 0.4218
55
#15150
XJTLU
User #1756
Baseline-Test
MaCVi 26
31-Jan-2026 🔗 31.5 RTX4090 0.3052 0.6253 0.2562 0.2363 0.4134
56
#15228
none
User #1753
test2
MaCVi 26
03-Feb-2026 🔗 0 RTX4090 0.3067 0.6210 0.2606 0.2362 0.3999
57
#15133
-
User #1753
test
MaCVi 26
30-Jan-2026 🔗 0 RTX4090 0.3096 0.6288 0.2655 0.2358 0.4170
58
#15448
university of taipei
User #1764
original
MaCVi 26
12-Feb-2026 🔗 0 RTX 3060 12GB 0.3109 0.6202 0.2495 0.2354 0.4202
59
#15407
university of taipei
User #1764
epx2_ensemble
MaCVi 26
10-Feb-2026 🔗 0 RTX 3060 12GB 0.3053 0.6273 0.2433 0.2345 0.4224
60
#15501
zzh
User #1757
YCITTT
MaCVi 26
13-Feb-2026 🔗 90 5090 0.3272 0.6343 0.2812 0.2336 0.4179
61
#15153
ycitt
User #1757
zzh
MaCVi 26
31-Jan-2026 🔗 30 123 0.3119 0.6358 0.2702 0.2326 0.4200
62
#15246
none
User #1753
test3
MaCVi 26
04-Feb-2026 🔗 0 RTX4090 0.3185 0.6302 0.2758 0.2323 0.4176
63
#15406
university of taipei
User #1764
epx2
MaCVi 26
10-Feb-2026 🔗 0 RTX 3060 12GB 0.2982 0.6119 0.2437 0.2288 0.4146
64
#15239
none
User #1750
CR
MaCVi 26
03-Feb-2026 🔗 35 4080 mobile 0.3214 0.6393 0.2706 0.2286 0.4307
65
#15454
111
User #1752
v8l
MaCVi 26
12-Feb-2026 🔗 30 4060ti 0.3068 0.6037 0.2804 0.2274 0.3872
66
#15470
111
User #1752
msea-300
MaCVi 26
13-Feb-2026 🔗 111 111 0.2955 0.6157 0.2440 0.2269 0.3821
67
#15459
111
User #1752
msea
MaCVi 26
13-Feb-2026 🔗 30 4060ti 0.2892 0.6125 0.2396 0.2257 0.3844
68
#15450
111
User #1752
jit
MaCVi 26
12-Feb-2026 🔗 123 123 0.2914 0.6036 0.2409 0.2247 0.3886
69
#15397
university of taipei
User #1764
epx14
MaCVi 26
10-Feb-2026 🔗 46 RTX 3060 12GB 0.2882 0.5973 0.2303 0.2239 0.4022
70
#15449
-
User #1753
test newdata
MaCVi 26
12-Feb-2026 🔗 0 RTX4090 0.2738 0.5708 0.2303 0.2227 0.3534
71
#15248
none
User #1750
CR_WU_10_NT
MaCVi 26
04-Feb-2026 🔗 15 4080 mobile 0.2751 0.5607 0.2358 0.2225 0.3583
72
#15441
zzh
User #1757
YCITTT
MaCVi 26
12-Feb-2026 🔗 90 5090 0.2823 0.6141 0.2301 0.2211 0.3837
73
#15247
none
User #1750
CR_WU_10
MaCVi 26
04-Feb-2026 🔗 15 4080 mobile 0.2747 0.5601 0.2243 0.2111 0.3563
74
#15456
FER-LABUST
User #392
test4
MaCVi 26
12-Feb-2026 🔗 0 Nvidia RTX 4070Ti-Super 0.2482 0.5141 0.2102 0.2105 0.3259
75
#15412
university of taipei
User #1764
epx14_old
MaCVi 26
10-Feb-2026 🔗 0 RTX 4070 ti super 0.2746 0.5850 0.2246 0.2094 0.3931
76
#15245
none
User #1750
CR_WU_10
MaCVi 26
04-Feb-2026 🔗 15 4080 mobile 0.2614 0.5309 0.2150 0.2060 0.3300
77
#15241
none
User #1750
CR_416
MaCVi 26
04-Feb-2026 🔗 35 4080 mobile 0.2442 0.5209 0.1944 0.2024 0.3475
78
#15466
xjtlu
User #1756
testnew
MaCVi 26
13-Feb-2026 🔗 70 4090 0.0154 0.0394 0.0066 0.0341 0.0448
79
#15452
EAIC
User #387
Thermal
MaCVi 26
12-Feb-2026 🔗 4.6 H100 0.0011 0.0026 0.0009 0.0115 0.0234
80
#15433
FER-LABUST
User #392
3rd test upload
MaCVi 26
11-Feb-2026 🔗 0 Nvidia RTX 4070Ti-Super 0.0007 0.0019 0.0007 0.0098 0.0128
81
#15436
EAIC
User #387
Thermal
MaCVi 26
11-Feb-2026 🔗 15 H100 0.0008 0.0017 0.0004 0.0088 0.0132
82
#15435
EAIC
User #387
Thermal
MaCVi 26
11-Feb-2026 🔗 15 H100 0.0011 0.0024 0.0005 0.0088 0.0236
83
#15453
EAIC
User #387
Thermal
MaCVi 26
12-Feb-2026 🔗 15 H100 0.0007 0.0019 0.0004 0.0073 0.0197
84
#15447
EAIC
User #387
Thermal
MaCVi 26
12-Feb-2026 🔗 15 H100 0.0000 0.0000 0.0000 0.0000 0.0000