Visual Attribution on Thinking-Model Attribution Dataset Document benchmark leaderboard · SOTA2 Research

Visual Attribution on Thinking-Model Attribution Dataset Document

0.74LDSvStream

Evaluation Results

Method	Links
vStream2026.04		0.74	1.09
AttnLRP2026.04		0.73	0.78
vStream2026.04		0.71	0.98
AttnLRP2026.04		0.71	0.78
InputGrad2026.04		0.7	0.69
InputGrad2026.04		0.69	0.73
TAM2026.04		0.68	0.88
TAM2026.04		0.68	0.89
vStream2026.04		0.68	1.01
vStream2026.04		0.67	1.01
TAM2026.04		0.66	1.04
TAM2026.04		0.66	0.91
InputGrad2026.04		0.65	0.71
AttnLRP2026.04		0.64	1.05
AttnLRP2026.04		0.62	0.95
InputGrad2026.04		0.59	0.98
Attention2026.04		0.42	0.33
Attention2026.04		0.4	0.29
Attention2026.04		0.38	0.29
Attention2026.04		0.37	0.34
Random2026.04		0.34	0.19
Random2026.04		0.32	0.15
Random2026.04		0.31	0.13
Random2026.04		0.29	0.11