Temporal Action Detection on HACS segment (test) benchmark leaderboard · SOTA2 Research

Temporal Action Detection on HACS segment (test)

64mAP@0.5DyFADet

Evaluation Results

Method	Links
DyFADet2024.07		64	44.8	14.1	44.3
DyFADet2025.05		64	44.8	14.1	44.3
ActionMamba2025.05		64	45.7	13.3	44.6
ActionFormer2025.05		62.6	44.6	12.7	43.3
TriDet2024.07		62.4	44.1	13.1	43.1
TriDet2025.05		62.4	44.1	13.1	43.1
DiGIT2025.05		62.4	47.9	17.6	45.9
DiGIT2025.05		61.1	47.5	17.8	45.5
TE-TAD2025.05		60.4	45.6	16.5	44.1
DyFADet2024.07		57.8	39.8	11.8	39.2
DyFADet2025.05		57.8	39.8	11.8	39.2
TriDet2024.07		56.7	39.3	11.7	38.6
TriDet2025.05		56.7	39.3	11.7	38.6
TALLFormer2024.07		55	36.1	11.8	36.5
TALLFormer2025.05		55	36.1	11.8	36.5
TadTR + Ours2025.05		55	40	13.8	39
ActionFormer2024.07		54.9	36.9	9.5	36.4
TriDet2025.05		54.5	36.8	11.5	36.8
TadTR2025.05		54.2	38.8	12.8	37.8
TCANet2024.07		54.1	37.2	11.3	36.8
TCANet2025.05		54.1	37.2	11.3	36.8
BMN2024.07		52.5	36.4	10.4	35.8
BMN2025.05		52.5	36.4	10.4	35.8
TadTR2024.07		47.1	32.1	10.9	32.1
TadTR2025.05		47.1	32.1	10.9	32.1
G-TAD2024.07		41.1	27.6	8.3	27.5
G-TAD2025.05		41.1	27.6	8.3	27.5
LoFi2024.07		37.8	24.4	7.3	24.6
SSN2024.07		28.8	18.8	5.3	19
SSN2025.05		28.8	18.8	5.3	19