Information Retrieval on NFCorpus NanoBEIR (test)
38.1NDCG@10FT FiQA (KMeans, PF1-6)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FT FiQA (KMeans, PF1-6)PF (Pool Factor)=4, Fine-tuning Protocol=Multi-factor training (PF1-6), Pooling Method=KMeans, Fine-tuned On=FiQA2026.07 | 38.1 | 101.7 | 0.039 | |
| Baseline (KMeans)PF (Pool Factor)=1, Fine-tuning Protocol=None, Pooling Method=KMeans2026.07 | 37.5 | 100 | — | |
| FT SciFact (KMeans, PF1-6)PF (Pool Factor)=1, Fine-tuning Protocol=Multi-factor training (PF1-6), Pooling Method=KMeans, Fine-tuned On=SciFact2026.07 | 37.2 | 99.4 | 0.002 | |
| Baseline (KMeans)PF (Pool Factor)=2, Fine-tuning Protocol=None, Pooling Method=KMeans2026.07 | 37 | 98.8 | — | |
| FT SciFact (KMeans, PF1-6)PF (Pool Factor)=6, Fine-tuning Protocol=Multi-factor training (PF1-6), Pooling Method=KMeans, Fine-tuned On=SciFact2026.07 | 36.3 | 96.9 | 0.056 | |
| Baseline (KMeans)PF (Pool Factor)=4, Fine-tuning Protocol=None, Pooling Method=KMeans2026.07 | 34.2 | 91.4 | — | |
| Baseline (KMeans)PF (Pool Factor)=6, Fine-tuning Protocol=None, Pooling Method=KMeans2026.07 | 30.7 | 82 | — |