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Models/ActionFormer (verb)

ActionFormer (verb)

Reported on 24 benchmarks across 4 tasks · 1 paper · 24 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision18 results

VideoonEPIC-KITCHENS-100
Avg mAP (0.1-0.5)· 2022-02-16
23.5
best: 29.3 (AdaTAD (verb, VideoMAE-L))
SOTA
ActionFormer: Localizing Moments of Actions with Transformers arXiv:2202.07925
VideoonEPIC-KITCHENS-100
mAP IOU@0.1· 2022-02-16
26.6
best: 33.1 (AdaTAD (verb, VideoMAE-L))
SOTA
ActionFormer: Localizing Moments of Actions with Transformers arXiv:2202.07925
VideoonEPIC-KITCHENS-100
mAP IOU@0.2· 2022-02-16
25.4
best: 32.2 (AdaTAD (verb, VideoMAE-L))
SOTA
ActionFormer: Localizing Moments of Actions with Transformers arXiv:2202.07925
VideoonEPIC-KITCHENS-100
mAP IOU@0.3· 2022-02-16
24.2
best: 30.4 (AdaTAD (verb, VideoMAE-L))
SOTA
ActionFormer: Localizing Moments of Actions with Transformers arXiv:2202.07925
VideoonEPIC-KITCHENS-100
mAP IOU@0.4· 2022-02-16
22.3
best: 27.5 (AdaTAD (verb, VideoMAE-L))
SOTA
ActionFormer: Localizing Moments of Actions with Transformers arXiv:2202.07925
VideoonEPIC-KITCHENS-100
mAP IOU@0.5· 2022-02-16
19.1
best: 23.1 (AdaTAD (verb, VideoMAE-L))
SOTA
ActionFormer: Localizing Moments of Actions with Transformers arXiv:2202.07925
Temporal Action LocalizationonEPIC-KITCHENS-100
Avg mAP (0.1-0.5)· 2022-02-16
23.5
best: 29.3 (AdaTAD (verb, VideoMAE-L))
SOTA
ActionFormer: Localizing Moments of Actions with Transformers arXiv:2202.07925
Temporal Action LocalizationonEPIC-KITCHENS-100
mAP IOU@0.1· 2022-02-16
26.6
best: 33.1 (AdaTAD (verb, VideoMAE-L))
SOTA
ActionFormer: Localizing Moments of Actions with Transformers arXiv:2202.07925
Temporal Action LocalizationonEPIC-KITCHENS-100
mAP IOU@0.2· 2022-02-16
25.4
best: 32.2 (AdaTAD (verb, VideoMAE-L))
SOTA
ActionFormer: Localizing Moments of Actions with Transformers arXiv:2202.07925
Temporal Action LocalizationonEPIC-KITCHENS-100
mAP IOU@0.3· 2022-02-16
24.2
best: 30.4 (AdaTAD (verb, VideoMAE-L))
SOTA
ActionFormer: Localizing Moments of Actions with Transformers arXiv:2202.07925
Temporal Action LocalizationonEPIC-KITCHENS-100
mAP IOU@0.4· 2022-02-16
22.3
best: 27.5 (AdaTAD (verb, VideoMAE-L))
SOTA
ActionFormer: Localizing Moments of Actions with Transformers arXiv:2202.07925
Temporal Action LocalizationonEPIC-KITCHENS-100
mAP IOU@0.5· 2022-02-16
19.1
best: 23.1 (AdaTAD (verb, VideoMAE-L))
SOTA
ActionFormer: Localizing Moments of Actions with Transformers arXiv:2202.07925
Action LocalizationonEPIC-KITCHENS-100
Avg mAP (0.1-0.5)· 2022-02-16
23.5
best: 29.3 (AdaTAD (verb, VideoMAE-L))
SOTA
ActionFormer: Localizing Moments of Actions with Transformers arXiv:2202.07925
Action LocalizationonEPIC-KITCHENS-100
mAP IOU@0.1· 2022-02-16
26.6
best: 33.1 (AdaTAD (verb, VideoMAE-L))
SOTA
ActionFormer: Localizing Moments of Actions with Transformers arXiv:2202.07925
Action LocalizationonEPIC-KITCHENS-100
mAP IOU@0.2· 2022-02-16
25.4
best: 32.2 (AdaTAD (verb, VideoMAE-L))
SOTA
ActionFormer: Localizing Moments of Actions with Transformers arXiv:2202.07925
Action LocalizationonEPIC-KITCHENS-100
mAP IOU@0.3· 2022-02-16
24.2
best: 30.4 (AdaTAD (verb, VideoMAE-L))
SOTA
ActionFormer: Localizing Moments of Actions with Transformers arXiv:2202.07925
Action LocalizationonEPIC-KITCHENS-100
mAP IOU@0.4· 2022-02-16
22.3
best: 27.5 (AdaTAD (verb, VideoMAE-L))
SOTA
ActionFormer: Localizing Moments of Actions with Transformers arXiv:2202.07925
Action LocalizationonEPIC-KITCHENS-100
mAP IOU@0.5· 2022-02-16
19.1
best: 23.1 (AdaTAD (verb, VideoMAE-L))
SOTA
ActionFormer: Localizing Moments of Actions with Transformers arXiv:2202.07925

Methodology6 results

Zero-Shot LearningonEPIC-KITCHENS-100
Avg mAP (0.1-0.5)· 2022-02-16
23.5
best: 29.3 (AdaTAD (verb, VideoMAE-L))
SOTA
ActionFormer: Localizing Moments of Actions with Transformers arXiv:2202.07925
Zero-Shot LearningonEPIC-KITCHENS-100
mAP IOU@0.1· 2022-02-16
26.6
best: 33.1 (AdaTAD (verb, VideoMAE-L))
SOTA
ActionFormer: Localizing Moments of Actions with Transformers arXiv:2202.07925
Zero-Shot LearningonEPIC-KITCHENS-100
mAP IOU@0.2· 2022-02-16
25.4
best: 32.2 (AdaTAD (verb, VideoMAE-L))
SOTA
ActionFormer: Localizing Moments of Actions with Transformers arXiv:2202.07925
Zero-Shot LearningonEPIC-KITCHENS-100
mAP IOU@0.3· 2022-02-16
24.2
best: 30.4 (AdaTAD (verb, VideoMAE-L))
SOTA
ActionFormer: Localizing Moments of Actions with Transformers arXiv:2202.07925
Zero-Shot LearningonEPIC-KITCHENS-100
mAP IOU@0.4· 2022-02-16
22.3
best: 27.5 (AdaTAD (verb, VideoMAE-L))
SOTA
ActionFormer: Localizing Moments of Actions with Transformers arXiv:2202.07925
Zero-Shot LearningonEPIC-KITCHENS-100
mAP IOU@0.5· 2022-02-16
19.1
best: 23.1 (AdaTAD (verb, VideoMAE-L))
SOTA
ActionFormer: Localizing Moments of Actions with Transformers arXiv:2202.07925