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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 |
|---|---|---|---|---|---|
| Speaker Verification | VOiCES 5s-1s | 30 | Feb 26, 2026 | ||
| Speaker Verification | VOiCES (s-avg) | 30 | Feb 26, 2026 | ||
| Speaker Verification | VOiCES f-f | 30 | Feb 26, 2026 | ||
| Text-to-Speech | Seed-en (test) | 30 | Jun 9, 2026 | ||
| Speech Deepfake Detection | FakeOrReal | 30 | Jun 23, 2026 | ||
| LiDAR-inertial Odometry | M3DGR Livox Mid360 v1.0 (test) |
| 30 |
| Feb 26, 2026 |
| LiDAR-inertial Odometry | M3DGR Livox AVIA v1.0 (test) | 30 | Feb 26, 2026 |
|---|
| Rendering Performance | TUM | 30 | Feb 27, 2026 |
|---|
| Object Rendering | Object Rendering Dataset Individual Objects and Average | 30 | Feb 26, 2026 |
|---|
| Numerical Optimization | CEC D=10 2022 | 30 | May 6, 2026 |
|---|
| Reinforcement Learning | Hopper v4 | 30 | Jun 24, 2026 |
|---|
| Image Classification | DTD | 30 | Feb 26, 2026 |
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| Image Classification | Flowers | 30 | Feb 26, 2026 |
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| Image Classification | Landmark | 30 | Feb 26, 2026 |
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| Image Classification | Insects Spider | 30 | Feb 26, 2026 |
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| Automated Peer Review Evaluation | DeepReview-13K 1.0 (test) | 30 | Feb 26, 2026 |
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| Knowledge Tracing | KT-PSP-25 1.0 (test) | 30 | Feb 26, 2026 |
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| Zero-shot downstream task evaluation | LM-EVAL (Average of HellaSwag, PIQA, ARC-Easy, ARC-Challenge, and WinoGrande) zero-shot latest | 30 | Feb 26, 2026 |
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| Music Genre Classification | FMA small (train) | 30 | Feb 26, 2026 |
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| Inpainting | ImageNet 256 | 30 | May 22, 2026 |
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| Time-series Forecasting | ILINet | 30 | Feb 26, 2026 |
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| Graph Classification | Multipartite | 30 | Apr 2, 2026 |
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| Image Reconstruction | DIV2K | 30 | Jun 15, 2026 |
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| Image Manifold Transfer | Image Manifolds (OOD) | 30 | Feb 26, 2026 |
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| Image Manifold Transfer | Image Manifolds (ID) | 30 | Feb 26, 2026 |
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