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ResearchFormerly WizWand

Knowledge Base Question Answering on GrailQA 500-sample (dev)

84.7F1 ScoreRetinaQA
61.50867.52973.5579.571Nov 15, 2023
Updated 8mo ago

Evaluation results

MethodLinks
RetinaQA#Train samples=44,337 (100%)2023.1184.778.4
FuSIC-KBQA(T,P)#Train samples=44,337 (100%)2023.1183.675
Pangu#Train samples=44,337 (100%)2023.1183.576.2
TIARA#Train samples=44,337 (100%)2023.1182.676
FuSIC-KBQA(P)#Train samples=44,337 (100%)2023.1182.572.8
FuSIC-KBQA(T)#Train samples=44,337 (100%)2023.1179.170.2
FuSIC-KBQA(T,P)#Train samples=4,434 (10%)2023.1175.665.2
FuSIC-KBQA(T)#Train samples=4,434 (10%)2023.1174.863
FuSIC-KBQA(T,P)#Train samples=2,217 (5%)2023.1174.563.8
FuSIC-KBQA(P)#Train samples=4,434 (10%)2023.1174.163
FuSIC-KBQA(P)#Train samples=2,217 (5%)2023.1172.962
Pangu#Train samples=4,434 (10%)2023.1172.464.6
FuSIC-KBQA(T)#Train samples=2,217 (5%)2023.1170.660.4
Pangu#Train samples=2,217 (5%)2023.1169.562.8
RetinaQA#Train samples=4,434 (10%)2023.1168.362.4
TIARA#Train samples=4,434 (10%)2023.1167.261.2
TIARA#Train samples=2,217 (5%)2023.1164.858.2
RetinaQA#Train samples=2,217 (5%)2023.1162.457