ML Research Wiki / Benchmarks / Reading Comprehension / ReClor

ReClor

Reading Comprehension Benchmark

Performance Over Time

📊 Showing 10 results | 📏 Metric: Test

Top Performing Models

Rank Model Paper Test Date Code
1 Rational Reasoner / IDOL IDOL: Indicator-oriented Logic Pre-training for Logical Reasoning 80.60 2023-06-27 📦 GeekDream-x/IDOL
2 MERIt(MERIt-deberta-v2-xxlarge ) MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning 79.30 2022-03-01 📦 sparkjiao/merit
3 LReasoner ensemble Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text 76.10 2021-05-08 📦 WangsyGit/LReasoner 📦 xufangzhi/logiformer
4 RoBERTa-single Logiformer: A Two-Branch Graph Transformer Network for Interpretable Logical Reasoning 63.50 2022-05-02 📦 xufangzhi/logiformer
5 RoBERTa-single Fact-driven Logical Reasoning for Machine Reading Comprehension 58.90 2021-05-21 📦 ozyyshr/DGM 📦 ozyyshr/focalreasoner
6 NAACL 2021 DAGN: Discourse-Aware Graph Network for Logical Reasoning 58.20 2021-03-26 📦 xufangzhi/logiformer 📦 Eleanor-H/DAGN
7 XLNet-large ReClor: A Reading Comprehension Dataset Requiring Logical Reasoning 56.00 2020-02-11 📦 yuweihao/reclor
8 XLNet-base ReClor: A Reading Comprehension Dataset Requiring Logical Reasoning 50.40 2020-02-11 📦 yuweihao/reclor
9 RoBERTa-base ReClor: A Reading Comprehension Dataset Requiring Logical Reasoning 48.50 2020-02-11 📦 yuweihao/reclor
10 BERT-base ReClor: A Reading Comprehension Dataset Requiring Logical Reasoning 47.30 2020-02-11 📦 yuweihao/reclor

All Papers (10)

GeekDream-x/IDOL
sparkjiao/merit
WangsyGit/LReasoner xufangzhi/logiformer
xufangzhi/logiformer
ozyyshr/DGM ozyyshr/focalreasoner
xufangzhi/logiformer Eleanor-H/DAGN
yuweihao/reclor
yuweihao/reclor
yuweihao/reclor
yuweihao/reclor