Document Retrieval on BEIR 15
0.443NDCG@10LMK pooling (Sentence)
Evaluation results
| Method | Links | |
|---|---|---|
| LMK pooling (Sentence)Finetuning Pool=LMK, Finetuning Granularity=Sentence, Evaluation Pool=LMK, Evaluation Granularity=Sentence2026.01 | 0.443 | |
| LMK poolingFinetuning Pool=LMK, Finetuning Granularity=32, Evaluation Pool=LMK, Evaluation Granularity=322026.01 | 0.442 | |
| LMK poolingFinetuning Pool=LMK, Finetuning Granularity=128, Evaluation Pool=LMK, Evaluation Granularity=1282026.01 | 0.442 | |
| LMK pooling (Variable)Finetuning Pool=LMK, Finetuning Granularity=Variable, Evaluation Pool=LMK, Evaluation Granularity=2562026.01 | 0.442 | |
| LMK poolingFinetuning Pool=LMK, Finetuning Granularity=64, Evaluation Pool=LMK, Evaluation Granularity=642026.01 | 0.441 | |
| CLSFinetuning Pool=CLS, Evaluation Pool=CLS2026.01 | 0.44 | |
| LMK poolingFinetuning Pool=LMK, Finetuning Granularity=256, Evaluation Pool=LMK, Evaluation Granularity=2562026.01 | 0.44 | |
| LMK pooling (Variable)Finetuning Pool=LMK, Finetuning Granularity=Variable, Evaluation Pool=LMK, Evaluation Granularity=322026.01 | 0.44 | |
| LMK pooling (Variable)Finetuning Pool=LMK, Finetuning Granularity=Variable, Evaluation Pool=LMK, Evaluation Granularity=642026.01 | 0.44 | |
| LMK pooling (Variable)Finetuning Pool=LMK, Finetuning Granularity=Variable, Evaluation Pool=LMK, Evaluation Granularity=1282026.01 | 0.44 | |
| Mean@kFinetuning Pool=Mean@k, Finetuning Granularity=64, Evaluation Pool=Mean@k, Evaluation Granularity=642026.01 | 0.432 | |
| MultiCLSFinetuning Pool=CLS, Evaluation Pool=MultiCLS, Evaluation Granularity=1282026.01 | 0.425 | |
| MeanFinetuning Pool=Mean, Evaluation Pool=Mean2026.01 | 0.424 | |
| Latent AttnFinetuning Pool=Latent Attn, Evaluation Pool=Latent Attn2026.01 | 0.423 | |
| CLSFinetuning Pool=CLS, Finetuning Granularity=-, Evaluation Pool=CLS, Evaluation Granularity=-2026.01 | 0.376 | |
| LMK poolingFinetuning Pool=LMK, Finetuning Granularity=Variable, Evaluation Pool=LMK, Evaluation Granularity=322026.01 | 0.371 | |
| LMK poolingFinetuning Pool=LMK, Finetuning Granularity=Variable, Evaluation Pool=LMK, Evaluation Granularity=1282026.01 | 0.371 | |
| LMK poolingFinetuning Pool=LMK, Finetuning Granularity=Variable, Evaluation Pool=LMK, Evaluation Granularity=642026.01 | 0.369 | |
| LMK poolingFinetuning Pool=LMK, Finetuning Granularity=Variable, Evaluation Pool=LMK, Evaluation Granularity=2562026.01 | 0.369 | |
| LMK poolingFinetuning Pool=LMK, Finetuning Granularity=128, Evaluation Pool=LMK, Evaluation Granularity=1282026.01 | 0.367 | |
| MeanFinetuning Pool=Mean, Finetuning Granularity=-, Evaluation Pool=Mean, Evaluation Granularity=-2026.01 | 0.363 |