Temporal Action Detection on THUMOS 50% Seen / 50% Unseen 14 benchmark leaderboard · SOTA2 Research

Temporal Action Detection on THUMOS 50% Seen / 50% Unseen 14

69.6mAP@0.3DFAlign

Evaluation Results

Method	Links
DFAlign2026.04		69.6	63	54.1	42.8	29.4	51.8
PDA2026.03		65.4	57.2	49.7	37.9	24.3	46.9
Ti-FAD2026.03		57	51.4	43.3	33	21.2	41.2
Ti-FAD2026.04		57	51.4	43.3	33	21.2	41.2
STOV2026.03		56.3	—	34.4	—	11.3	34
STOV2026.04		56.3	—	34.4	—	11.3	34
ZEETAD2026.03		45.2	38.8	30.8	22.5	13.7	30.2
ZEETAD2026.04		45.2	38.8	30.8	22.5	13.7	30.2
CSP2026.03		41.2	33.4	24.8	17.3	10.9	25.5
CSP2026.04		41.2	33.4	24.8	17.3	10.9	25.5
STALE2026.03		38.3	30.7	21.2	13.8	7	22.2
DeTAL2026.03		38.3	32.3	24.4	16.3	9	24.1
STALE2026.04		38.3	30.7	21.2	13.8	7	22.2
DeTAL2026.04		38.3	32.3	24.4	16.3	9	24.1
EffPrompt2026.03		37.2	29.6	21.6	14	7.2	21.9
EffPrompt2026.04		37.2	29.6	21.6	14	7.2	21.9
DiGIT2026.03		19.1	16.2	13.5	10.3	6.1	13
DiGIT*2026.04		19.1	16.2	13.5	10.3	6.1	13
DyFADet2026.03		17.5	14.9	12.2	9.2	5.7	11.9
DyFADet*2026.04		17.5	14.9	12.2	9.2	5.7	11.9
TriDet2026.03		15.2	13.2	10.8	7.9	5.2	10.5
TriDet*2026.04		15.2	13.2	10.8	7.9	5.2	10.5