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ResearchFormerly WizWand

Feature Attribution on FEVER

0.75ComprehensivenessAttnLRP
0.00120.19560.390.5844May 23, 2025
Updated 5mo ago

Evaluation results

MethodLinks
AttnLRPModel=LLAMA, Parameter Count=3B2025.050.750.44
GIMModel=LLAMA, Parameter Count=3B2025.050.750.39
GIMModel=LLAMA, Parameter Count=8B2025.050.690.51
AttnLRPModel=Qwen, Parameter Count=3B2025.050.680.49
GIMModel=Qwen, Parameter Count=3B2025.050.680.41
AttnLRPModel=LLAMA, Parameter Count=8B2025.050.650.52
GIMModel=LLAMA, Parameter Count=1B2025.050.620.26
AttnLRPModel=Qwen, Parameter Count=1.5B2025.050.610.23
AttnLRPModel=LLAMA, Parameter Count=1B2025.050.60.32
IGModel=Qwen, Parameter Count=3B2025.050.540.61
GxIModel=LLAMA, Parameter Count=3B2025.050.530.63
DeepLIFTModel=LLAMA, Parameter Count=8B2025.050.530.76
IGModel=LLAMA, Parameter Count=3B2025.050.510.59
GIMModel=Qwen, Parameter Count=1.5B2025.050.510.31
IGModel=LLAMA, Parameter Count=8B2025.050.50.62
GxIModel=Qwen, Parameter Count=3B2025.050.470.73
IGModel=Gemma, Parameter Count=2B2025.050.470.02
DeepLIFTModel=LLAMA, Parameter Count=3B2025.050.470.65
GxIModel=LLAMA, Parameter Count=8B2025.050.460.71
GxIModel=Qwen, Parameter Count=1.5B2025.050.430.59
DeepLIFTModel=Qwen, Parameter Count=3B2025.050.430.76
GIMModel=Gemma, Parameter Count=2B2025.050.42-0.01
GxIModel=LLAMA, Parameter Count=1B2025.050.390.56
GIMModel=Gemma, Parameter Count=9B2025.050.390.09
DeepLIFTModel=LLAMA, Parameter Count=1B2025.050.330.58
IGModel=Gemma, Parameter Count=9B2025.050.320.2
DeepLIFTModel=Qwen, Parameter Count=1.5B2025.050.310.64
IGModel=LLAMA, Parameter Count=1B2025.050.280.51
DeepLIFTModel=Gemma, Parameter Count=9B2025.050.20.36
DeepLIFTModel=Gemma, Parameter Count=2B2025.050.120.43
GxIModel=Gemma, Parameter Count=9B2025.050.060.4
GxIModel=Gemma, Parameter Count=2B2025.050.030.47
IGModel=Qwen, Parameter Count=1.5B2025.050.030.67