Generic Event Boundary Detection on TAPOS (val) benchmark leaderboard · SOTA2 Research

Generic Event Boundary Detection on TAPOS (val)

61.8F1 Score @ 0.05SC-Transformer

Evaluation Results

Method	Links
SC-Transformer2024.02		61.8	69.4	72.8	74.9	76.1	76.7	77.1	77.4	77.7	78	74.2
DDM-Net2021.12		60.4	68.1	71.5	73.5	74.7	75.3	75.7	76	76.3	76.7	72.8
DDM-Net2024.02		60.4	68.1	71.5	73.5	74.7	75.3	75.7	76	76.3	76.7	72.8
PC2021.12		52.2	59.5	62.8	64.6	65.9	66.5	67.1	67.6	67.9	68.3	64.2
PC2024.02		52.2	59.5	62.8	64.7	66	66.6	67.2	67.6	68	68.4	64.3
PC2026.06		52.2	59.5	62.8	64.6	65.9	66.5	67.1	67.6	67.9	68.3	64.2
MiniROAD-BC2026.06		42.2	47.2	50.2	52.2	53.7	54.9	55.8	56.6	57.2	57.8	52.8
ESTimator2026.06		39.4	45.5	49.9	53.2	55.8	57.8	59.4	60.8	61.9	62.9	54.7
FlowGEBD (Ensembled)2024.02		37.5	50.2	56.9	62.4	65.8	67.7	69.5	70.3	71.1	71.7	62.3
TeSTra-BC2026.06		36.4	41.7	45.2	47.8	49.6	51.1	52.3	53.3	54.2	55	48.7
PA2021.12		36	45.9	50.7	54.3	56.7	57.9	59.2	60.1	60.9	61.5	54.3
PA2024.02		36	45.9	50.7	54.3	56.7	57.9	59.2	60.1	60.9	61.5	54.3
PA2026.06		36	45.9	50.7	54.3	56.7	57.9	59.2	60.1	60.9	61.5	54.3
PT (Pixel Tracking)2024.02		35.5	48.9	56.2	61.9	65.5	67.7	69.3	70.3	71.4	72.1	61.9
FN (Flow Normalization)2024.02		34.6	48.7	56.2	61.9	65.8	67.8	69.5	70.6	71.5	72.2	61.8
TransParser2021.12		28.9	38.1	43.5	47.5	50	51.4	52.7	53.4	54	54.5	47.4
TransParser2026.06		28.9	38.1	43.5	47.5	50	51.4	52.7	53.4	54	54.5	47.4
Oad-TR-BC2026.06		26.3	31.9	36.1	39.4	42.2	44.5	46.5	48.3	49.7	51	41.6
Surprise-Gated Robot Episodic Memory2026.06		26	33.6	37.9	41.3	43.7	45.8	47.4	48.5	49.3	49.9	42.3
CTM2021.12		24.4	31.2	33.6	35.1	36.1	36.9	37.4	38.1	38.3	38.5	35
CTM2026.06		24.4	31.2	33.6	35.1	36.1	36.9	37.4	38.1	38.3	38.5	35
TCN2021.12		23.7	31.2	33.1	33.9	34.2	34.4	34.7	34.8	34.8	34.8	33
TCN2026.06		23.7	31.2	33.1	33.9	34.2	34.4	34.7	34.8	34.8	34.8	33
Sim-On-BC2026.06		22.5	26.9	30.3	32.9	35	36.7	38.1	39.4	40.5	41.5	34.4
PA - Random2021.12		15.8	23.3	27.3	31	33.1	34.7	35.7	36.9	37.6	38.4	31.4
PA - Random2024.02		15.8	23.3	27.3	31	33.1	34.7	35.7	36.9	37.6	38.4	31.4
PA-Random2026.06		15.8	23.3	27.3	31	33.1	34.7	35.7	36.9	37.6	38.4	31.4
ISBA2021.12		10.6	17	22.7	26.5	29.8	32.6	34.8	36.9	38.2	39.6	30.2
ISBA2026.06		10.6	17	22.7	26.5	29.8	32.6	34.8	34.8	34.8	34.8	33
SceneDetect2021.12		3.5	4.5	4.7	5.1	5.3	5.4	5.5	5.6	5.7	5.8	5.1
SceneDetect2024.02		3.5	4.5	4.7	5.1	5.3	5.4	5.5	5.6	5.7	5.8	5.1
SceneDetect2026.06		3.5	4.5	4.7	5.1	5.3	5.4	5.5	5.6	5.7	5.8	5.1