Temporal Action Segmentation on LARa benchmark leaderboard · SOTA2 Research

Temporal Action Segmentation on LARa

76.2AccuracySpectral Scalpel

Evaluation Results

Method	Links
Spectral Scalpel2026.03		76.2	64.6	72.1	70.1	59.4
LPL2026.03		76.1	65.2	72.3	70	58.6
LPL2026.03		76.1	65.2	72.3	70	58.6
LaDy2026.03		75.6	65.9	72.9	70.4	59.7
LaSA2026.03		75.3	65.7	71.6	69	57.9
LaSA2026.03		75.3	65.7	71.6	69	57.9
DeST-Former2026.03		75.1	64.2	70.3	68	57.7
DeST-Former2026.03		75.1	64.2	70.3	68	57.7
MSTAS2026.03		74.8	60.8	66.2	62.2	50.4
ME-ST2026.03		74.2	65	71	68.2	57.1
SCSAS2026.03		74.2	61.7	67.3	65.2	53.5
ME-ST2026.03		74.2	65	71	68.2	57.1
MTST-GCN2026.03		73.7	58.6	63.8	59.4	47.6
MTST-GCN2026.03		73.7	58.6	63.8	59.4	47.6
DeST-TCN2026.03		72.6	63.7	69.7	66.7	55.8
DeST-TCN2026.03		72.6	63.7	69.7	66.7	55.8
ASFormer2026.03		72.2	62.2	66.1	61.9	49.2
ASFormer2026.03		72.2	62.2	66.1	61.9	49.2
ASRF2026.03		71.9	63	68.3	65.3	53.2
ASRF2026.03		71.9	63	68.3	65.3	53.2
MS-TCN++2026.03		71.7	58.6	60.1	58.6	47
LTContext2026.03		71.4	62.5	68.1	64.3	52.1
MS-TCN2026.03		65.8	—	—	—	39.6
MS-TCN2026.03		65.8	—	—	—	39.6
MS-GCN2026.03		65.6	—	—	—	43.6
MS-GCN2026.03		65.6	—	—	—	43.6