Share your thoughts, 1 month free Claude Pro on usSee more

Temporal Action Localization on THUMOS14 v1.0 (75%-25%)

66.4mAP@0.3

MGCA-Net

Updated 18d ago

Evaluation Results

Method	Links
MGCA-Net 2025.11		66.4	59.7	49.6	38.2	26.2	48
Ti-FAD 2025.11		64	58.5	49.7	37.7	24.1	46.8
ZEETAD 2026.05		61.4	53.9	44.7	34.5	20.5	43.2
ZEETAD 2025.11		61.4	53.9	44.7	34.5	20.5	43.2
OVFormer 2025.11		49.8	43.8	35.8	27.8	19.2	35.3
STOV-TAL 2025.11		47.8	39.1	28.4	17.6	9.1	28.4
mProTEA 2025.11		43.1	38.2	28.2	18.1	8.7	27.9
STALE 2024.04		40.5	32.3	23.5	15.3	7.6	23.8
STALE 2026.05		40.5	32.3	23.5	15.3	7.6	23.8
STABLE 2025.11		40.5	32.3	23.5	15.3	7.6	23.8
DeTAL 2025.11		39.8	33.6	25.9	17.4	9.9	25.3
EffPrompt 2024.04		39.7	31.6	23	14.9	7.5	23.3
EffPrompt 2026.05		39.7	31.6	23	14.9	7.5	23.3
Eff-Prompt 2025.11		39.7	31.6	23	14.9	7.5	23.3
CLIP16 w/ Detector 2024.04		33	25.5	18.3	11.6	5.7	18.8
Detector + CLIP 2026.05		33	25.5	18.3	11.6	5.7	18.8
B-I 2025.11		33	25.5	18.3	11.6	5.7	18.8
B-II 2025.11		28.5	20.3	17.1	10.5	6.9	16.6
TEGU 2026.05		23.3	15.7	9.1	4.7	2.4	11
VFEAL 2026.05		20.11	12.75	7.61	4.09	1.96	9.3
T3AL 2024.04		19.2	12.7	7.4	4.4	2.2	9.2
T3AL 2026.05		19.2	12.7	7.4	4.4	2.2	9.2
T3AL 2026.05		19.2	12.7	7.4	4.4	2.2	9.2
T3AL T=0 2024.04		11.1	6.5	3.2	1.5	0.6	4.6
T3ALT=0 2026.05		11.1	6.5	3.2	1.5	0.6	4.6
CoCa 2024.04		7.8	4.6	2.5	1.3	0.6	3.4
EffPrompt 2026.05		7.1	5.9	4.5	3.4	2.2	4.6
CLIP16 2024.04		6.9	3.8	2.1	1.1	0.6	2.9
Baseline-II 2026.05		6.54	4.16	2.96	2.26	1.54	3.49
Baseline-I 2026.05		5.88	3.3	1.48	1.06	0.56	2.46
CLIP32 2024.04		5.5	3.3	1.9	0.9	0.4	2.4
MATR* 2026.05		0.86	0.79	0.76	0.52	0.33	0.65
HAT* 2026.05		0.78	0.75	0.62	0.53	0.31	0.6
STALE 2026.05		0.5	0.3	0.2	0.2	0.2	0.3
MATR* 2026.05		0.38	0.34	0.28	0.15	0.1	0.25
HAT* 2026.05		0.33	0.28	0.18	0.09	0.04	0.18