Temporal Action Localization

Benchmarks

Dataset Name	SOTA Method	Metric
THUMOS 14 (test)	TriDet	mAP@0.383.6	331	23d ago
THUMOS14 (test)	ActionVLM-B-3B	AP @ IoU=0.578.2	319	4mo ago
ActivityNet 1.3 (val)	UnLoc-L	AP@0.559.3	257	4mo ago
ActivityNet 1.2 (val)	CDC	mAP@IoU 0.545.3	110	4mo ago
THUMOS 2014	TemporalMaxer	mAP@0.3082.8	93	4mo ago
ActivityNet 1.3	ConTrans	Average mAP38.5	60	1mo ago
ActivityNet v1.3 (test)	BC-GNN	mAP @ IoU=0.550.6	47	4mo ago
THUMOS '14	ActionFormer	mAP@0.382.1	44	4mo ago
ActivityNet 1.3 (75%-25%)		mAP@0.5053.8	36	18d ago
THUMOS14 v1.0 (75%-25%)	MGCA-Net	mAP@0.366.4	36	18d ago
ActivityNet 1.2 (test)	distillation-collaboration framework	mAP@0.548.3	36	4mo ago
THUMOS'14 (test)	ASL	mAP@0.383.1	36	4mo ago
THUMOS 2014 (test)	MUSES	mAP (theta=0.5)56.16	35	4mo ago
THUMOS14 v1.0 (50%-50%)	STOV-TAL	mAP (Avg)48.8	34	2mo ago
ActivityNet 1.2	CDC	mAP@0.545.3	32	4mo ago
ActivityNet 1.3 (50%-50%)	ConTrans	Avg mAP32.5	31	1mo ago
THUMOS14 v1.0 (test)	HR-Pro	mAP @ IoU 0.374.3	29	4mo ago
BEOID (test)		mAP@0.183.8	26	4mo ago
GTEA (test)	TRA	mAP@0.177.9	25	4mo ago
ActivityNet Zero-shot 50% Seen 50% Unseen v1.3		mAP@0.5IoU50.6	20	18d ago
MultiTHUMOS	MLAD	f-mAP51.5	20	4mo ago
THUMOS 2014 (50:50)	MGCA-Net	mAP@0.358	19	18d ago
ActivityNet 1.3 (val test)	AFormer	mAP@0.554.7	19	4mo ago
ActivityNet (extended)		mAP@0.553.96	14	4mo ago
HACS (val)	TriDet	mAP@0.563	14	4mo ago

Showing 25 of 68 rows