| AudioCaps (test) | KCL | Recall@166.59 | | 180 | 5d ago |
| Clotho (test) | AuroLA | R@128.3 | | 78 | 5d ago |
| AudioCaps | InternVideo2-6B | Recall@155.2 | | 57 | 1mo ago |
| Clotho | WavCaps-CNN14 | R@10.212 | | 31 | 7d ago |
| VALOR | PE-AV | Recall@136.4 | | 24 | 3mo ago |
| DiDeMo (test) | | R@15.6 | | 19 | 1mo ago |
| Clotho T→A | PEAV S | Recall@124 | | 15 | 3mo ago |
| Clotho V1 | InternVideo2-6B | R@125.3 | | 15 | 3mo ago |
| MECAT (test) | MGA-CLAP | Recall@18.02 | | 13 | 1mo ago |
| Clotho (evaluation) | OEA-Qwen3B (+Cl) | R@122.87 | | 13 | 1mo ago |
| Clotho V2 (test) | CLAP (Microsoft) | R@14.61 | | 13 | 3mo ago |
| Clotho V2 | InternVideo2-6B | R@1 (%)27.2 | | 13 | 3mo ago |
| Auto-ACD (test) | AuroLA | Recall@142.3 | | 10 | 3mo ago |
| Clotho 1K 1.0 (test) | VAST | R@126.9 | | 10 | 3mo ago |
| AudioCaps 1K 1.0 (test) | VAST | Recall@152 | | 10 | 3mo ago |
| EPIC-Sounds | AuroLA | mAP17 | | 8 | 3mo ago |
| HD-EPIC | AuroLA | mAP10.7 | | 8 | 3mo ago |
| VGGSounder | AuroLA | mAP33.8 | | 8 | 3mo ago |
| Soundscape Datasets (HSN, NES, SNE, UHH, PER, SSW) 2024 (OOD) | text-observation hashing framework | HSN Score40.69 | | 5 | 3mo ago |
| iNatSounds 2024 (val) | BioLingual with 256-bit Hashing | mAP@1000 (Amphi)50.05 | | 5 | 3mo ago |
| SoundDescs | MMT | Recall@130.7 | | 4 | 7d ago |
| Taxonomic Retrieval Family level | BioVITA | Top-1 Accuracy37.1 | | 4 | 2mo ago |
| Taxonomic Retrieval Genus level | BioVITA | Top-1 Accuracy84.9 | | 4 | 2mo ago |
| InternalSFX (test) | Woosh-CLAP-Private | Recall@559.2 | | 3 | 2mo ago |
| Unseen species-level | BioVITA | Top-1 Accuracy54.1 | | 3 | 2mo ago |
