Temporal Action Localization on THUMOS14 v1.0 (75%-25%) benchmark leaderboard · SOTA2 Research

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

66.4mAP@0.3MGCA-Net

Evaluation Results

Method	Links
MGCA-Net2025.11		66.4	59.7	49.6	38.2	26.2	48
Ti-FAD2025.11		64	58.5	49.7	37.7	24.1	46.8
ZEETAD2026.05		61.4	53.9	44.7	34.5	20.5	43.2
ZEETAD2025.11		61.4	53.9	44.7	34.5	20.5	43.2
OVFormer2025.11		49.8	43.8	35.8	27.8	19.2	35.3
STOV-TAL2025.11		47.8	39.1	28.4	17.6	9.1	28.4
mProTEA2025.11		43.1	38.2	28.2	18.1	8.7	27.9
STALE2024.04		40.5	32.3	23.5	15.3	7.6	23.8
STALE2026.05		40.5	32.3	23.5	15.3	7.6	23.8
STABLE2025.11		40.5	32.3	23.5	15.3	7.6	23.8
DeTAL2025.11		39.8	33.6	25.9	17.4	9.9	25.3
EffPrompt2024.04		39.7	31.6	23	14.9	7.5	23.3
EffPrompt2026.05		39.7	31.6	23	14.9	7.5	23.3
Eff-Prompt2025.11		39.7	31.6	23	14.9	7.5	23.3
CLIP16 w/ Detector2024.04		33	25.5	18.3	11.6	5.7	18.8
Detector + CLIP2026.05		33	25.5	18.3	11.6	5.7	18.8
B-I2025.11		33	25.5	18.3	11.6	5.7	18.8
B-II2025.11		28.5	20.3	17.1	10.5	6.9	16.6
TEGU2026.05		23.3	15.7	9.1	4.7	2.4	11
VFEAL2026.05		20.11	12.75	7.61	4.09	1.96	9.3
T3AL2024.04		19.2	12.7	7.4	4.4	2.2	9.2
T3AL2026.05		19.2	12.7	7.4	4.4	2.2	9.2
T3AL2026.05		19.2	12.7	7.4	4.4	2.2	9.2
T3AL T=02024.04		11.1	6.5	3.2	1.5	0.6	4.6
T3ALT=02026.05		11.1	6.5	3.2	1.5	0.6	4.6
CoCa2024.04		7.8	4.6	2.5	1.3	0.6	3.4
EffPrompt2026.05		7.1	5.9	4.5	3.4	2.2	4.6
CLIP162024.04		6.9	3.8	2.1	1.1	0.6	2.9
Baseline-II2026.05		6.54	4.16	2.96	2.26	1.54	3.49
Baseline-I2026.05		5.88	3.3	1.48	1.06	0.56	2.46
CLIP322024.04		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
STALE2026.05		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