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Temporal Action Localization on THUMOS14 v1.0 (50%-50%)

48.8mAP (Avg)

STOV-TAL

Updated 12d ago

Evaluation Results

Method	Links
STOV-TAL 2026.01		48.8	-	-	-	-	-
PyraTok 2026.01		33.17	-	-	-	-	-
STOV-TAL 2026.01		31.5	-	-	-	-	-
ZEETAD 2026.05		30.2	45.2	38.8	30.8	22.5	13.7
LARP 2026.01		27.42	-	-	-	-	-
SweetTok 2026.01		25.32	-	-	-	-	-
DeTAL 2026.01		24.1	-	-	-	-	-
OmniTokenizer 2026.01		23.47	-	-	-	-	-
VideoVae+ 2026.01		23.12	-	-	-	-	-
STALE 2026.01		22.2	-	-	-	-	-
STALE 2024.04		22.2	38.3	30.7	21.2	13.8	7
STALE 2026.05		22.2	38.3	30.7	21.2	13.8	7
EffPrompt 2024.04		21.9	37.2	29.6	21.6	14	7.2
EffPrompt 2026.05		21.9	37.2	29.6	21.6	14	7.2
CLIP16 w/ Detector 2024.04		15.7	27.2	21.3	15.3	9.7	4.8
Detector + CLIP 2026.05		15.7	27.2	21.3	15.3	9.7	4.8
TEGU 2026.05		10.5	22.4	14.8	8.6	4.3	2.2
T3AL 2024.04		10.4	20.7	14.3	8.9	5.3	2.7
T3AL 2026.05		10.4	20.7	14.3	8.9	5.3	2.7
T3AL 2026.05		10.4	20.7	14.3	8.9	5.3	2.7
VFEAL 2026.05		9.24	19.51	12.62	7.71	4.31	2.05
T3AL 2024.04		4.8	11.4	6.8	3.5	1.7	0.6
T3ALT=0 2026.05		4.8	11.4	6.8	3.5	1.7	0.6
EffPrompt 2026.05		3.6	5.4	4.4	3.5	2.7	1.9
CoCa 2024.04		3.5	8.4	4.7	2.5	1.2	0.6
Baseline-II 2026.05		3.23	6.19	4.01	2.64	2.06	1.23
CLIP16 2024.04		3.1	7.5	4.2	2.2	1.1	0.6
CLIP32 2024.04		3	7.2	4.1	2.3	1.1	0.5
Baseline-I 2026.05		2.6	6.21	3.44	1.81	1.03	0.52
STALE 2026.05		0.7	1.3	0.7	0.6	0.6	0.4
MATR* 2026.05		0.54	0.75	0.66	0.56	0.45	0.26
HAT* 2026.05		0.46	0.56	0.53	0.49	0.41	0.32
MATR* 2026.05		0.21	0.38	0.31	0.19	0.14	0.05
HAT* 2026.05		0.16	0.27	0.22	0.15	0.11	0.05