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Benchmarks
Information Retrieval on SciFact BEIR (NDCG@10)
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85.4
NDCG@10
inf-v1
69.072
73.311
77.55
81.789
Oct 1, 2025
NDCG@10
Updated 29d ago
Evaluation Results
Method
Method
Links
NDCG@10
inf-v1
Model Size Category=<1...
2025.10
85.4
inf-v1-1.5b
Model Size Category=>=...
2025.10
82.8
bge-en-icl
Model Size Category=>=...
2025.10
79.1
Qwen3-8B
Model Size Category=>=...
2025.10
78.5
LENS-d4K
Model Size Category=>=...
2025.10
78.4
Qwen3-4B
Model Size Category=>=...
2025.10
78.3
gte-base-v1.5
Model Size Category=<1...
2025.10
76.8
gte-base
Model Size Category=<1...
2025.10
76.2
bge-lg-v1.5
Model Size Category=<1...
2025.10
74.6
gte-large
Model Size Category=>=...
2025.10
74.3
opensearch-gte
Model Size Category=<1...
2025.10
72.5
bge-large
Model Size Category=<1...
2025.10
72.4
e5-large-inst
Model Size Category=>=...
2025.10
71.6
Splade-V3
Model Size Category=<1...
2025.10
71
e5-large
Model Size Category=<1...
2025.10
70.2
MILCO
Model Size Category=<1...
2025.10
70.1
Qwen3-0.6B
Model Size Category=<1...
2025.10
69.7
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