Temporal action segmentation

Benchmarks

Dataset Name	SOTA Method	Metric
Breakfast		Accuracy76.4	119	1mo ago
50Salads		Accuracy90.3	117	2mo ago
GTEA	LTContext	F1 Score @ 10% Threshold94.1	105	3mo ago
MCFS-130	LaDy	Accuracy72.8	29	4mo ago
LARa	Spectral Scalpel	Accuracy76.2	26	4mo ago
TCG-15	LaDy	Accuracy89.3	25	4mo ago
50 Salads granularity (Eval)	SSTDA	MoF83.8	24	5mo ago
50 Salads 65	HybridTAS	F1@1092.8	22	5mo ago
GTEA 23	HybridTAS	F1@10%97	19	5mo ago
Breakfast 40	HybridTAS	F1@1082.8	19	5mo ago
MCFS 22	LaDy	Accuracy81.5	17	4mo ago
PKU-MMD X-view v2	LaDy	Accuracy77	13	4mo ago
Assembly101 view C10119 v4 (val)	P-JEPA	Accuracy43	12	1mo ago
YouTube Instructional YTI (test)	ASOT	F1 Score35.1	11	5mo ago
JIGSAWS	Atoum et al.	Accuracy90.3	9	2mo ago
StrokeRehab IMU	MMTA	ES70.5	9	4mo ago
StrokeRehab Video	MMTA	ES71.1	9	4mo ago
REASSEMBLE Fine-grain Labels	M2R2+ASRF	F1@10%83.5	8	2mo ago
Inria Instructional Videos	TW-FINCH	F1-Score0.519	8	5mo ago
Breakfast (test)	ASRF	Accuracy67.6	8	5mo ago
REASSEMBLE Coarse Label	M2R2+ASRF	F1@10%98.1	6	2mo ago
(Im)PerfectPour	M2R2+MSTCN	F1@10%92.6	6	2mo ago
Breakfast	NN-Viterbi	Frame Accuracy43	6	5mo ago
EgoPER average over five recipes	AEM	IoU58.5	5	1mo ago
50Salads (5-split cross-val)	DiffAct	MoF88.9	5	1mo ago

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