Temporal Action Detection

Benchmarks

Dataset Name	SOTA Method	Metric
THUMOS-14 (test)	AdaTAD	mAP@tIoU=0.580.9	330	1mo ago
ActivityNet v1.3 (val)	AdaTAD	mAP@0.561.72	185	1mo ago
ActivityNet 1.3	MambaTAD	mAP@0.564.2	131	5d ago
ActivityNet 1.3 (test)	DyFADet	Average mAP38.5	80	1mo ago
THUMOS '14	TriDet	mAP@0.383.6	71	1mo ago
FineAction	Our MambaTAD	Avg mAP29.4	37	1mo ago
HACS segment (test)	DyFADet	mAP@0.564	30	1mo ago
THUMOS14 (test)	VideoMAE V2	mAP69.6	25	1mo ago
MultiThumos	MambaTAD	Average mAP46.6	20	1mo ago
ActivityNet	mid-resolution baseline detector	Average mAP35.1	17	1mo ago
THUMOS14		mAP66.66	16	13d ago
ActivityNet (val)	UniMD+Sync.	mAP39.83	16	1mo ago
MultiTHUMOS	DualDETR	Detection mAP32.6	12	1mo ago
ActivityNet 75% Seen / 25% Unseen v1.3	PDA	mAP @ IoU=0.556.2	11	23d ago
THUMOS 75% Seen / 25% Unseen 14	PDA	mAP@0.370.5	11	23d ago
ActivityNet v1.3 (50% Seen 50% Unseen)	PDA	mAP@0.5053.1	11	23d ago
THUMOS 50% Seen / 50% Unseen 14	PDA	mAP@0.365.4	11	23d ago
HACS 1.1 (val)	TCANet	Average mAP39.77	11	1mo ago
FineGym (new data split)	SSN	mAP@0.120.23	10	1mo ago
HACS	MambaTAD	Average mAP44.9	9	1mo ago
THUMOS14-C v1.0 (test)	TriDet + Ours	Clean mAP75.6	9	1mo ago
TVSeries (test)	CBR-TS	mAP11	9	1mo ago
THUMOS 2014 (test)	SSN*	mAP@0.166	8	1mo ago
Ego4D MQ 1.0 (test)	DyFADet	AP @ IoU 0.128.8	8	1mo ago
Ego4D Moment Queries v2.0 (val)	AdaTAD	mAP Avg28.08	7	1mo ago

Showing 25 of 34 rows