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Benchmarks
Sparse Retrieval on MS MARCO v1 (dev)
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51.5
nDCG@10
ModernBERT-VT
44.116
46.033
47.95
49.867
Apr 20, 2026
nDCG@10
FLOPS
Avg Doc Length
Updated 24d ago
Evaluation Results
Method
Method
Links
nDCG@10
FLOPS
Avg Doc Length
ModernBERT-VT
+IDF=true, +ℓ0=true
2026.04
51.5
2.1
265.3
ModernBERT-VT
+IDF=true, +ℓ0=false
2026.04
51.4
2.1
286.8
Geng et al.
+IDF=true, +ℓ0=false
2026.04
50.4
2.1
248.6
CoCondenser-ℓ0
+IDF=true, +ℓ0=true
2026.04
50.3
2.1
275
CoCondenser-IDF
+IDF=true, +ℓ0=false
2026.04
49.5
2.4
327.2
ModernBERT (naive) + lowercase input
+IDF=true, +ℓ0=true, l...
2026.04
49.5
2.1
296.9
Nardini et al.
+IDF=true, +ℓ0=false
2026.04
48.9
-
-
SPLADE-v3-doc
+IDF=false, +ℓ0=false
2026.04
46.8
3.3
240.3
BM25
+IDF=false, +ℓ0=false
2026.04
44.5
-
-
ModernBERT (naive)
+IDF=true, +ℓ0=true
2026.04
44.4
1.7
337.4
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