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

Visual Attribution on Thinking-Model Attribution Dataset Overall

72Avg. LDSvStream

Evaluation Results

Method	Links
vStream2026.04		72	1	0.024
AttnLRP2026.04		71	0.89	2.6
AttnLRP2026.04		71	0.89	2.55
vStream2026.04		70	0.98	0.026
AttnLRP2026.04		70	0.91	2.34
vStream2026.04		70	1.02	0.022
vStream2026.04		70	1	0.024
TAM2026.04		69	0.99	1.9
AttnLRP2026.04		69	0.84	2.84
TAM2026.04		69	0.96	1.86
TAM2026.04		68	0.96	2.07
TAM2026.04		67	0.95	1.71
InputGrad2026.04		64	0.76	2.8
InputGrad2026.04		64	0.79	2.52
InputGrad2026.04		63	0.84	3.05
InputGrad2026.04		62	0.78	2.75
Attention2026.04		41	0.31	0.022
Attention2026.04		41	0.35	0.02
Attention2026.04		40	0.29	0.02
Attention2026.04		40	0.31	0.018
Random2026.04		31	0.1	0.01
Random2026.04		31	0.12	0.011
Random2026.04		30	0.15	0.01
Random2026.04		29	0.14	0.009