Quora
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Information Retrieval | Quora BEIR | nDCG@1093.61 | 22 | |
| Information Retrieval | Quora | NDCG@10 (Dense)88.7 | 21 | |
| Judge Agreement Accuracy | Quora 915 queries (test) | Agreement Accuracy73 | 19 | |
| Duplicate Question Detection | Quora | nDCG@1056.6 | 12 | |
| Information Retrieval | Quora | QPS6,503 | 9 | |
| Information Retrieval | Quora (test) | NDCG@1086.5 | 9 | |
| Information Retrieval | Quora | NDCG@1090.31 | 8 | |
| Classification | Quora real-world (test) | Accuracy94 | 7 | |
| Adversarial Attack | Quora | Contriever86.92 | 6 | |
| Paraphrase Identification | Quora | Accuracy83.03 | 5 | |
| Top-1 White-box Attack | Quora (test) | ASR14 | 4 | |
| Information Retrieval | Quora | nDCG@100.8081 | 3 | |
| Information Retrieval | Quora BEIR v1.0 (test) | nDCG@1083.44 | 2 | |
| Retrieval | Quora | H2D Latency (ms)19.7 | 1 |
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