AVA
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Ava-256 Video
0.065RMSE
8
Ava-256 Image
0.067RMSE
8
AVA temporal annotation-only
14.9mAP
8
AVA Full (test)
0.875SROCC
7
AVA (split 1)
23.4mAP
7
AVA v2.2 (val)
24.1mAP (Det)
7
AVA (test)
0.558Rho
7
AVA v2
13.7mAP
6
AVA Top-10k Lowest Error Samples
0.978PLCC
6
AVA-AVD
18.98DER
6
Ava-256 v1 (test)
0.163LPIPS
6
AVA (val)
11.9OM
6
AVA
939ID Count
6
AVA v2.2 (val)
32.3mAP
6
AVA image-based (val)
24.3mAP
6
AVA 2.1 (test)
24.93mAP
6
AVA v2.2 (train val)
29mAP
5
AVA v2.1
19.1mAP
5
AVA v2.1 (test)
21.91mAP
5
Ava-256 held-out sequences (test)
0.813CSIM
4
Ava-256 held-out sequences (test)
0.174LPIPS
4
Ava-256 Static camera setting
15.85PSNR
4
AVA (val)
23Frame-level mAP
4
AVA landscape (test)
19.6AA1°
3
AVA v2.1 (test)
27.1mAP
3