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SOTA2 Research · benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
| Task | Dataset | Domain | Trend | Results | Last Update |
|---|---|---|---|---|---|
| Audio Classification | Speech Commands (test) | 65 | Jul 2, 2026 | ||
| Audio Classification | SPC V2 | 65 | Feb 26, 2026 | ||
| Speech Separation | WSJ0-2Mix | 65 | Feb 26, 2026 | ||
| Meme Classification | HatefulMemes |
| 65 |
| Jun 11, 2026 |
| 2D Multi-Object Tracking | KITTI car (test) | 65 | Feb 26, 2026 |
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| Question Answering | GPQA (test) | 65 | May 14, 2026 |
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| Information Retrieval | SciFact (test) | 65 | May 26, 2026 |
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| Multimodal Understanding and Generation | WISE | 65 | May 19, 2026 |
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| Audio Classification | GTZAN | 65 | Jun 5, 2026 |
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| Trajectory Estimation | UZH-FPV (All Sequences) | 64 | Jul 8, 2026 |
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| Imputation | Facial expression dataset (MAR) | 64 | Jul 7, 2026 |
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| Data Imputation | powerplant MCAR (test) | 64 | Jul 7, 2026 |
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| Imputation | powerplant MCAR | 64 | Jul 7, 2026 |
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| Video Quality Assessment | Xiaomi Redmi Note 13 model 1 (held-out device) | 64 | Jul 7, 2026 |
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| Odometry Estimation | KITTI Odometry Sequences 00-10 v1 (test) | 64 | Jul 3, 2026 |
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| Cross-modal Retrieval | Wikipedia | 64 | Jul 2, 2026 |
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| Cross-modal Retrieval | Pascal Sentence | 64 | Jul 2, 2026 |
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| Cross-modal Retrieval | MIR Flickr | 64 | Jul 2, 2026 |
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| Automatic Speech Recognition | LibriSpeech and Common Voice | 64 | Jun 29, 2026 |
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| Action Recognition | EPIC-KITCHENS VISOR | 64 | Jun 25, 2026 |
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| Long-context generation efficiency | PG-19 | 64 | Jun 25, 2026 |
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| Video Question Answering | RAVEN-QA Hard Queries | 64 | Jun 25, 2026 |
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| Video Question Answering | RAVEN-QA Simple Queries | 64 | Jun 25, 2026 |
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| Hallucination Correction | SelfCheckGPT | 64 | Jun 19, 2026 |
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| Conditional Dialogue Generation | Fisher (test) | 64 | Jun 18, 2026 |
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