ML Research Wiki / Benchmarks / Question Answering / FEVER

FEVER

Question Answering Benchmark

Performance Over Time

📊 Showing 7 results | 📏 Metric: EM

Top Performing Models

Rank Model Paper EM Date Code
1 CoA Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models 68.90 2024-03-26 📦 MAGICS-LAB/Chain-of-Actions
2 Self-Ask Measuring and Narrowing the Compositionality Gap in Language Models 64.20 2022-10-07 📦 ofirpress/self-ask
3 Self-Ask Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models 64.20 2024-03-26 📦 MAGICS-LAB/Chain-of-Actions
4 DSP DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines 62.20 2023-10-05 📦 stanfordnlp/dsp 📦 stanfordnlp/dspy 📦 codelion/optillm
5 DSP Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models 62.20 2024-03-26 📦 MAGICS-LAB/Chain-of-Actions
6 CoA w/o actions Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models 54.20 2024-03-26 📦 MAGICS-LAB/Chain-of-Actions
7 Zero-shot Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models 50.00 2024-03-26 📦 MAGICS-LAB/Chain-of-Actions

All Papers (7)

MAGICS-LAB/Chain-of-Actions
ofirpress/self-ask
MAGICS-LAB/Chain-of-Actions
stanfordnlp/dsp stanfordnlp/dspy codelion/optillm
MAGICS-LAB/Chain-of-Actions
MAGICS-LAB/Chain-of-Actions
MAGICS-LAB/Chain-of-Actions