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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 |
|---|---|---|---|---|---|
| Video Classification | Something-something v1 (test) | 115 | Feb 26, 2026 | ||
| Optical Flow | KITTI 2012 (train) | 115 | Apr 14, 2026 | ||
| Text Summarization | DUC 2004 (test) | 115 | Feb 26, 2026 | ||
| Image Retrieval | Holidays |
| 115 |
| Feb 26, 2026 |
| Graph Classification | COLLAB (test) | 115 | May 8, 2026 |
|---|
| Face Anti-Spoofing | OULU-NPU ICM → O | 115 | Feb 26, 2026 |
|---|
| Zero-shot Reasoning | PIQA | 115 | Jun 4, 2026 |
|---|
| Point Cloud Denoising | PUNet Gaussian Noise (test) | 114 | May 27, 2026 |
|---|
| Time Series Forecasting | Exchange | 114 | Jun 19, 2026 |
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| Mathematical Problem Solving | MATH | 114 | Jun 18, 2026 |
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| Language Modeling | LAMBADA | 114 | Jun 29, 2026 |
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| Anomaly Detection | SMAP | 114 | Jun 2, 2026 |
|---|
| LLM Prefill Throughput | LLM Prefill Workload | 114 | May 12, 2026 |
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| Graph Classification | PubMed | 114 | May 26, 2026 |
|---|
| Object Hallucination Evaluation | POPE MSCOCO | 114 | Jun 30, 2026 |
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| Capacitated Vehicle Routing Problem | CVRPLib Set X | 114 | May 20, 2026 |
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| Multimodal Mathematical Reasoning | MathVista mini (test) | 114 | Jun 30, 2026 |
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| Question Answering | SimpleQA | 114 | May 11, 2026 |
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| Long-term Time Series Forecasting | Electricity | 114 | May 14, 2026 |
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| Medical Image Segmentation | ISIC | 114 | Jul 7, 2026 |
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| Jailbreak Defense | Wild Jailbreak | 114 | Apr 14, 2026 |
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| Instruction Following | DollyEval | 114 | Mar 5, 2026 |
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| Base-to-New Generalization | DTD | 114 | Jul 2, 2026 |
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| Video Question Answering | NExT-QA Multi-choice | 114 | Mar 20, 2026 |
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| Image Captioning Evaluation | Flickr8k Expert | 114 | Jun 30, 2026 |
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