Share your thoughts, 1 month free Claude Pro on usSee more
WorkDL logo mark

AVA

Benchmarks

Task NameDataset NameSOTA ResultTrend
Active Speaker DetectionAVA-ActiveSpeaker (val)
mAP98.8
123
Action DetectionAVA v2.2 (val)
mAP46.2
99
Image Aesthetic AssessmentAVA
SRCC0.899
90
Aesthetic AssessmentAVA (test)
SRCC0.865
53
Action DetectionAVA v2.1 (val)
mAP32
48
Action DetectionAVA v2.2
mAP43.3
42
Photo Aesthetics ClassificationAVA (test)
Accuracy79.08
33
Facial Expression RecognitionAva265-HMC
UAR53.42
30
Action LocalizationAVA 2.2
mAP (center)34.4
25
3D head avatar reconstructionAva 256
PSNR30.55
21
Spatiotemporal Action LocalizationAVA 2.2
mAP41.7
21
Action DetectionAVA v2.2 (test)
mAP39.8
20
Aesthetic Quality AssessmentAVA v1 (test)
Kendall's Tau0.883
18
Image Aesthetics AssessmentAVA
MAE0.388
17
Action RecognitionAVA 2.2
mAP45.1
16
Dominant parallel line detectionAVA landscape (test)
AUC_A0.5631
15
Action RecognitionAVA v2.1 (val)
mAP27.8
14
Active Speaker DetectionAVA-ActiveSpeaker v1.0 (test)
mAP94.5
13
Spatio-temporal Action LocalizationAVA v2.1 (val)
mAP28.4
13
Active Speaker DetectionAVA-ActiveSpeaker
mAP95.2
11
Action DetectionAVA v2.1 (train/val)
mAP27.4
11
Action DetectionAVA
Frame mAP42.6
11
Spatio-temporal Action DetectionAVA v2.2 (val)
mAP32.3
10
Video CompressionAVA Actions
PSNR30.6
9
Spatio-temporal Action DetectionAVA V2.2
Frame mAP33.6
9
Showing 25 of 50 rows