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ResearchFormerly WizWand

Citation Prediction on NFCorpus (test)

98.8AccuracyEP_CRIT
82.99287.09691.295.304Oct 22, 2025
Updated 6mo ago

Evaluation results

MethodLinks
EP_CRITModel=qwen3-vl-235b-a22b-thinking2025.1098.8
EP_CRITModel=qwen3-vl-235b-a22b-thinking2025.1098.8
EP_CRITModel=gpt-5-2025-08-072025.1097.6
EP+SEM_CRITModel=qwen3-vl-235b-a22b-thinking2025.1097.6
EP_CRITModel=gpt-5-2025-08-072025.1097.6
EP+SEM_CRITModel=qwen3-vl-235b-a22b-thinking2025.1097.6
EP+SEM_CRITModel=gpt-5-2025-08-072025.1096.8
EP+SEM_CRITModel=gpt-5-2025-08-072025.1096.8
EP_LABELModel=gpt-5-2025-08-072025.1096.4
EP_LABELModel=gpt-5-2025-08-072025.1096.4
EP+SEM_CRITModel=gpt-oss-20b2025.1095.6
EP+SEM_CRITModel=gpt-oss-20b2025.1095.6
EP_CRITModel=qwen3-235b-a22b-instruct-25072025.1095.2
EP+SEM_CRITModel=qwen3-235b-a22b-instruct-25072025.1095.2
EP_CRITModel=gpt-oss-20b2025.1094.8
EP_LABELModel=qwen3-vl-235b-a22b-thinking2025.1094.8
EP_LABELModel=qwen3-235b-a22b-instruct-25072025.1094.8
EP_CRITModel=gpt-oss-20b2025.1094.8
EP_LABELModel=qwen3-vl-235b-a22b-thinking2025.1094.8
EP_CRITModel=llama-4-scout2025.1093.6
SEM_CRITModel=gpt-5-2025-08-072025.1091.6
SEM_CRITModel=gpt-5-2025-08-072025.1091.6
EP+SEM_CRITModel=llama-4-scout2025.1091.2
zero_shotModel=gpt-oss-20b2025.1090.4
EP_LABELModel=llama-4-scout2025.1090.4
zero_shotModel=gpt-oss-20b2025.1090.4
zero_shotModel=gpt-5-2025-08-072025.1090
EP+SEM_CRITModel=gpt-4o-mini-2024-07-182025.1090
zero_shotModel=gpt-5-2025-08-072025.1090
SEM_CRITModel=gpt-oss-20b2025.1089.6
SEM_CRITModel=gpt-oss-20b2025.1089.6
EP_CRITModel=gpt-4o-mini-2024-07-182025.1089.2
SEM_CRITModel=qwen3-vl-235b-a22b-thinking2025.1088.4
SEM_CRITModel=qwen3-vl-235b-a22b-thinking2025.1088.4
EP_LABELModel=gpt-oss-20b2025.1088
EP_LABELModel=gpt-oss-20b2025.1088
zero_shotModel=qwen3-vl-235b-a22b-thinking2025.1087.6
zero_shotModel=qwen3-vl-235b-a22b-thinking2025.1087.6
zero_shotModel=gpt-4o-mini-2024-07-182025.1087.2
zero_shotModel=qwen3-235b-a22b-instruct-25072025.1086.4
zero_shotModel=llama-4-scout2025.1085.6
SEM_CRITModel=gpt-4o-mini-2024-07-182025.1085.2
SEM_CRITModel=qwen3-235b-a22b-instruct-25072025.1085.2
EP_LABELModel=gpt-4o-mini-2024-07-182025.1083.6
SEM_CRITModel=llama-4-scout2025.1083.6