Biomedical Information Retrieval
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Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | monoT5-3B | nDCG@10 | 0.38 | — | Unverified |
| 2 | SGPT-BE-5.8B | nDCG@10 | 0.36 | — | Unverified |
| 3 | OpenAI Search-Davinci | nDCG@10 | 0.36 | — | Unverified |
| 4 | BM25+CE | nDCG@10 | 0.35 | — | Unverified |
| 5 | SGPT-CE-6.1B | nDCG@10 | 0.35 | — | Unverified |
| 6 | SGPT-CE-2.7B | nDCG@10 | 0.33 | — | Unverified |
| 7 | ColBERT | nDCG@10 | 0.31 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | monoT5-3B | nDCG@10 | 0.58 | — | Unverified |
| 2 | SGPT-CE-6.1B | nDCG@10 | 0.55 | — | Unverified |
| 3 | SGPT-CE-2.7B | nDCG@10 | 0.55 | — | Unverified |
| 4 | BM25+CE | nDCG@10 | 0.52 | — | Unverified |
| 5 | BM25 | nDCG@10 | 0.51 | — | Unverified |
| 6 | SGPT-BE-5.8B | nDCG@10 | 0.41 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | SGPT-BE-5.8B | nDCG@10 | 0.87 | — | Unverified |
| 2 | monoT5-3B | nDCG@10 | 0.8 | — | Unverified |
| 3 | SGPT-CE-6.1B | nDCG@10 | 0.79 | — | Unverified |
| 4 | SGPT-CE-2.7B | nDCG@10 | 0.76 | — | Unverified |
| 5 | BM25+CE | nDCG@10 | 0.76 | — | Unverified |
| 6 | ColBERT | nDCG@10 | 0.68 | — | Unverified |