OpenCodePapers

fact-verification-on-feverous

Fact Verification
Dataset Link
Results over time
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PaperCodeLabel AccuracyModelNameReleaseDate
ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context✓ Link75.6ProTrix2024-03-04
ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context✓ Link71.4ProTrix-Coder2024-03-04
ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context✓ Link71.0GPT-42024-03-04
ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context✓ Link65.8Plan-then-Reason (Ours)2024-03-04
Heterogeneous Graph Reasoning for Fact Checking over Texts and Tables✓ Link63.29HeterFC2024-02-20
Dual-channel Evidence Fusion for Fact Verification over Texts and Tables✓ Link63.21DCUF2022-07-10
Bridging Textual and Tabular Worlds for Fact Verification: A Lightweight, Attention-Based Model62.02Attention-based Text+Table Fusion Model2024-03-26
ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context✓ Link61.0GPT-3.5-turbo2024-03-04
Team Papelo at FEVEROUS: Multi-hop Evidence Pursuit57.6Papelo2021-11-10
FaBULOUS: Fact-checking Based on Understanding of Language Over Unstructured and Structured information56.07FaBULOUS2021-11-10
Graph Reasoning with Context-Aware Linearization for Interpretable Fact Extraction and Verification53.0Context-Aware Linearization Graph Model2021-09-25
ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context✓ Link47.1Llama-2-7B2024-03-04
ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context✓ Link43.0CodeLlama-7B2024-03-04
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