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ResearchFormerly WizWand

Question Answering on TriviaQA (ECE, BS, AUC)

0.044ECEDINCO
0.024240.157620.2910.42438Sep 29, 2025
Updated 8mo ago

Evaluation results

MethodLinks
DINCOBackbone=Llama-3.2-3B-Instruct2025.090.0440.14886.4
SCBackbone=Llama-3.2-3B-Instruct2025.090.0650.17780.8
NVCBackbone=Qwen3-1.7B2025.090.0840.16480.6
DINCOBackbone=Qwen3-8B2025.090.0970.15587.9
MSPBackbone=Qwen3-1.7B2025.090.1040.18677.4
DINCOBackbone=Gemma-3-4B-IT2025.090.1210.19181.7
SC-VCBackbone=Llama-3.2-3B-Instruct2025.090.1220.21176.1
K-VCBackbone=Llama-3.2-3B-Instruct2025.090.1460.22867.8
MSPBackbone=Qwen3-8B2025.090.1490.20381.9
NVCBackbone=Llama-3.2-3B-Instruct2025.090.1680.19284.5
NVCBackbone=Qwen3-8B2025.090.1710.1985.3
DINCOBackbone=Qwen3-1.7B2025.090.1770.17983.5
VCBackbone=Llama-3.2-3B-Instruct2025.090.1890.20882.6
NVCBackbone=Gemma-3-4B-IT2025.090.2180.23679.1
SCBackbone=Qwen3-1.7B2025.090.2330.22978
SCBackbone=Qwen3-8B2025.090.2360.24478.5
VCBackbone=Qwen3-8B2025.090.240.24281.7
MSPBackbone=Llama-3.2-3B-Instruct2025.090.2430.25376.4
MSPBackbone=Gemma-3-4B-IT2025.090.2520.26879
K-VCBackbone=Gemma-3-4B-IT2025.090.2540.26278.6
SC-VCBackbone=Qwen3-8B2025.090.2990.32570.4
VCBackbone=Gemma-3-4B-IT2025.090.30.29970.2
SCBackbone=Gemma-3-4B-IT2025.090.3030.30471.3
K-VCBackbone=Qwen3-8B2025.090.3410.34860.4
SC-VCBackbone=Gemma-3-4B-IT2025.090.3620.37865.3
VCBackbone=Qwen3-1.7B2025.090.3870.38372
SC-VCBackbone=Qwen3-1.7B2025.090.4510.47455.9
K-VCBackbone=Qwen3-1.7B2025.090.5380.52459.6