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Benchmarks
Legal Retrieval on STARD
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0.852
Recall@20
Stage 3
0.60864
0.67182
0.735
0.79818
Jan 31, 2026
Recall@20
Recall@60
Recall@100
Updated 4d ago
Evaluation Results
Method
Method
Links
Recall@20
Recall@60
Recall@100
Stage 3
Backbone=Qwen3-Embeddi...
2026.01
0.852
0.926
0.959
Stage 2
Backbone=Qwen3-Embeddi...
2026.01
0.841
0.921
0.945
Stage 1
Backbone=Qwen3-Embeddi...
2026.01
0.818
0.92
0.948
Base
Backbone=Qwen3-Embeddi...
2026.01
0.796
0.894
0.919
inf-retriever-v1
2026.01
0.716
0.839
0.876
bge-m3
2026.01
0.618
0.733
0.765
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