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Question Answering on CODAH (test)

85.79AccuracySALKG-Coarse
74.329277.304680.2883.2554Apr 18, 2021
Updated 8mo ago

Evaluation results

MethodLinks
SALKG-CoarseBackbone=RoBERTa, KG-augmented model architecture=MHGRN2021.0485.79
SALKG-CoarseBackbone=RoBERTa, KG-augmented model architecture=PathGen2021.0485.43
SALKG-HybridBackbone=RoBERTa, KG-augmented model architecture=MHGRN2021.0485.17
No-KG + KGBackbone=RoBERTa, KG-augmented model architecture=PathGen2021.0484.69
RANDOM-CoarseBackbone=RoBERTa, KG-augmented model architecture=PathGen2021.0484.68
SALKG-HybridBackbone=RoBERTa, KG-augmented model architecture=PathGen2021.0484.42
No-KG + KGBackbone=RoBERTa, KG-augmented model architecture=MHGRN2021.0484.08
SALKG-FineBackbone=RoBERTa, KG-augmented model architecture=MHGRN2021.0484.08
KGBackbone=RoBERTa, KG-augmented model architecture=MHGRN2021.0484.02
KGBackbone=RoBERTa, KG-augmented model architecture=PathGen2021.0484.02
No-KGBackbone=RoBERTa, KG-augmented model architecture=MHGRN2021.0483.96
No-KGBackbone=RoBERTa, KG-augmented model architecture=PathGen2021.0483.96
RANDOM-HybridBackbone=RoBERTa, KG-augmented model architecture=MHGRN2021.0483.86
RANDOM-HybridBackbone=RoBERTa, KG-augmented model architecture=PathGen2021.0483.75
RANDOM-CoarseBackbone=RoBERTa, KG-augmented model architecture=MHGRN2021.0483.48
SALKG-FineBackbone=RoBERTa, KG-augmented model architecture=PathGen2021.0483.36
HEURISTIC-HybridBackbone=RoBERTa, KG-augmented model architecture=PathGen2021.0482.73
HEURISTIC-CoarseBackbone=RoBERTa, KG-augmented model architecture=MHGRN2021.0482.64
HEURISTIC-FineBackbone=RoBERTa, KG-augmented model architecture=PathGen2021.0482.55
HEURISTIC-CoarseBackbone=RoBERTa, KG-augmented model architecture=PathGen2021.0482.52
HEURISTIC-FineBackbone=RoBERTa, KG-augmented model architecture=MHGRN2021.0482.25
HEURISTIC-HybridBackbone=RoBERTa, KG-augmented model architecture=MHGRN2021.0482.16
RANDOM-FineBackbone=RoBERTa, KG-augmented model architecture=PathGen2021.0480.48
RANDOM-FineBackbone=RoBERTa, KG-augmented model architecture=MHGRN2021.0474.77