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Benchmarks
Document Question Answering on Qasper
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0.552
Accuracy
BookRAG
0.22752
0.31176
0.396
0.48024
Dec 3, 2025
Accuracy
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
BookRAG
Baseline Type=Our prop...
2025.12
0.552
0.611
DocETL
Baseline Type=Layout s...
2025.12
0.423
0.504
Layout + Vanilla
Baseline Type=Conventi...
2025.12
0.407
0.446
Vanilla RAG
Baseline Type=Conventi...
2025.12
0.406
0.444
RAPTOR
Baseline Type=Graph-ba...
2025.12
0.394
0.441
BM25
Baseline Type=Conventi...
2025.12
0.381
0.425
GraphRAG-Local
Baseline Type=Graph-ba...
2025.12
0.359
0.392
GraphRanker
Baseline Type=Layout s...
2025.12
0.329
0.376
MM-Vanilla
Baseline Type=Layout s...
2025.12
0.279
0.293
Tree-Traverse
Baseline Type=Layout s...
2025.12
0.273
0.321
GraphRAG-Global
Baseline Type=Graph-ba...
2025.12
0.24
0.241
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