
Object Detection on COCO minival
#
MODEL
REPOSITORY
BOX AP | AP50 | AP75 | APS | APM | APL | SPEED |
PAPER
ε-REPRODUCES PAPER
1
0.506 | 0.701 | 0.551 | 0.328 | 0.547 | 0.664 | 3.2 |
--
4
0.477 | 0.661 | 0.521 | 0.304 | 0.507 | 0.615 | 2.4 |
7
0.468 | 0.676 | 0.508 | 0.317 | 0.508 | 0.589 | 0.6 |
8
0.464 | 0.653 | 0.506 | 0.281 | 0.507 | 0.605 | 6.3 |
11
0.458 | 0.647 | 0.500 | 0.270 | 0.500 | 0.601 | 6.3 |
12
0.457 | 0.641 | 0.500 | 0.262 | 0.496 | 0.600 | 5.7 |
14
0.452 | 0.639 | 0.492 | 0.262 | 0.496 | 0.596 | 5.6 |
--
16
0.447 | 0.630 | 0.489 | 0.259 | 0.487 | 0.589 | 6.9 |
--
17
0.447 | 0.631 | 0.490 | 0.258 | 0.483 | 0.588 | 7.0 |
--
18
0.446 | 0.629 | 0.485 | 0.264 | 0.489 | 0.585 | 6.7 |
19
0.445 | 0.623 | 0.486 | 0.261 | 0.479 | 0.585 | 6.5 |
--
21
0.445 | 0.633 | 0.486 | 0.261 | 0.481 | 0.591 | 7.0 |
--
22
0.444 | 0.626 | 0.486 | 0.254 | 0.481 | 0.587 | 6.8 |
--
23
0.441 | 0.646 | 0.483 | 0.299 | 0.479 | 0.554 | 0.9 |
--
24
0.440 | 0.625 | 0.480 | 0.253 | 0.478 | 0.581 | 9.2 |
--
25
0.436 | 0.622 | 0.474 | 0.250 | 0.477 | 0.574 | 9.1 |
--
27
0.433 | 0.613 | 0.470 | 0.244 | 0.469 | 0.580 | 7.7 |
28
0.433 | 0.641 | 0.477 | 0.252 | 0.473 | 0.569 | 5.9 |
--
30
0.429 | 0.651 | 0.469 | 0.265 | 0.472 | 0.554 | 7.3 |
31
0.427 | 0.638 | 0.468 | 0.258 | 0.466 | 0.554 |
--
32
0.426 | 0.607 | 0.467 | 0.238 | 0.464 | 0.569 | 7.5 |
--
33
0.425 | 0.607 | 0.463 | 0.237 | 0.461 | 0.569 | 10.7 |
--
34
0.424 | 0.645 | 0.464 | 0.264 | 0.468 | 0.549 | 7.4 |
35
0.423 | 0.605 | 0.460 | 0.237 | 0.457 | 0.564 | 8.4 |
--
36
0.422 | 0.626 | 0.462 | 0.293 | 0.457 | 0.528 | 1.2 |
37
0.422 | 0.634 | 0.461 | 0.242 | 0.460 | 0.561 |
--
39
0.420 | 0.640 | 0.460 | 0.248 | 0.465 | 0.543 |
--
40
0.420 | 0.603 | 0.459 | 0.232 | 0.459 | 0.563 | 10.6 |
--
41
0.419 | 0.625 | 0.452 | 0.251 | 0.464 | 0.543 | 10.4 |
--
43
0.417 | 0.637 | 0.455 | 0.247 | 0.462 | 0.539 | 8.1 |
44
0.416 | 0.620 | 0.453 | 0.245 | 0.463 | 0.541 | 9.0 |
--
45
0.415 | 0.632 | 0.452 | 0.243 | 0.461 | 0.539 | 7.9 |
46
0.414 | 0.636 | 0.450 | 0.250 | 0.459 | 0.540 | 8.2 |
47
0.413 | 0.633 | 0.452 | 0.244 | 0.458 | 0.534 | 7.5 |
--
48
0.412 | 0.591 | 0.451 | 0.233 | 0.445 | 0.545 | 8.1 |
49
0.411 | 0.591 | 0.448 | 0.225 | 0.444 | 0.549 | 12.3 |
--
50
0.410 | 0.619 | 0.448 | 0.245 | 0.446 | 0.537 | 7.9 |
--
51
0.407 | 0.618 | 0.447 | 0.252 | 0.444 | 0.518 | 7.3 |
52
0.407 | 0.617 | 0.446 | 0.236 | 0.446 | 0.536 |
--
53
0.407 | 0.620 | 0.446 | 0.229 | 0.445 | 0.536 | 7.6 |
--
55
0.405 | 0.586 | 0.442 | 0.219 | 0.434 | 0.545 | 9.3 |
--
56
0.404 | 0.619 | 0.441 | 0.233 | 0.446 | 0.529 | 10.2 |
--
57
0.404 | 0.585 | 0.439 | 0.215 | 0.437 | 0.538 | 12.1 |
--
58
0.404 | 0.609 | 0.440 | 0.240 | 0.433 | 0.538 | 2.6 |
60
0.403 | 0.612 | 0.439 | 0.233 | 0.443 | 0.522 |
--
61
0.402 | 0.608 | 0.435 | 0.235 | 0.433 | 0.534 | 8.2 |
--
62
0.401 | 0.620 | 0.438 | 0.234 | 0.446 | 0.517 | 10.1 |
--
63
0.401 | 0.608 | 0.425 | 0.238 | 0.440 | 0.518 | 12.0 |
--
65
0.400 | 0.609 | 0.430 | 0.235 | 0.444 | 0.526 | 6.9 |
--
66
0.398 | 0.612 | 0.434 | 0.233 | 0.439 | 0.514 |
--
68
0.397 | 0.612 | 0.428 | 0.228 | 0.443 | 0.510 |
--
70
0.396 | 0.603 | 0.423 | 0.216 | 0.435 | 0.535 | 7.0 |
--
71
0.395 | 0.610 | 0.431 | 0.236 | 0.429 | 0.510 | 9.2 |
72
0.394 | 0.599 | 0.421 | 0.218 | 0.437 | 0.521 | 10.6 |
--
73
0.394 | 0.606 | 0.430 | 0.221 | 0.436 | 0.521 | 11.9 |
--
74
0.393 | 0.598 | 0.423 | 0.210 | 0.436 | 0.523 | 9.1 |
--
76
0.390 | 0.594 | 0.417 | 0.226 | 0.434 | 0.509 | 8.9 |
--
77
0.389 | 0.597 | 0.421 | 0.219 | 0.426 | 0.511 | 2.8 |
--
78
0.389 | 0.604 | 0.421 | 0.235 | 0.424 | 0.504 | 9.9 |
--
81
0.385 | 0.595 | 0.425 | 0.229 | 0.418 | 0.489 |
--
83
0.385 | 0.603 | 0.416 | 0.223 | 0.430 | 0.498 | 11.8 |
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