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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 |
|---|---|---|---|---|---|
| Cross-modal Retrieval | Cross-dataset Average MIR, NUS, PAS, WIKI | 32 | Jul 2, 2026 | ||
| Autonomous LLM training | PostTrainBench | 32 | Jul 1, 2026 | ||
| Secret Image Recovery | Stego Images JPEG Compression | 32 | Jul 1, 2026 | ||
| Secret Image Recovery | Stego Images Gaussian Noise | 32 | Jul 1, 2026 | ||
| DreamBooth-style Image Customization | Elementfire |
| 32 |
| Jul 1, 2026 |
| DreamBooth-style Image Customization | Hornify | 32 | Jul 1, 2026 |
|---|
| DreamBooth-style Image Customization | Expedition | 32 | Jul 1, 2026 |
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| DreamBooth-style Image Customization | Cyberpunk | 32 | Jul 1, 2026 |
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| DreamBooth-style Image Customization | Barbie | 32 | Jul 1, 2026 |
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| Inter-Context Knowledge Conflict | strategyQA | 32 | Jul 1, 2026 |
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| Inter-Context Knowledge Conflict | popQA | 32 | Jul 1, 2026 |
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| Video Coding | JVET CTC Average and Sequence Classes | 32 | Jul 1, 2026 |
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| Training Speed Measurement | LLM Sequences (train) | 32 | Jun 30, 2026 |
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| Question Answering | CORTEXBENCH Comparison | 32 | Jun 30, 2026 |
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| Question Answering | CORTEXBENCH Bridge | 32 | Jun 30, 2026 |
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| Timestamp-level anomaly detection | OMTAD A3: Close Approach | 32 | Jun 30, 2026 |
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| Timestamp-level anomaly detection | OMTAD A2: Route Deviation | 32 | Jun 30, 2026 |
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| Timestamp-level anomaly detection | OMTAD A1: Unexpected AIS Activity | 32 | Jun 30, 2026 |
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| Image Recognition and Calibration | CIFAR100 (test) | 32 | Jun 30, 2026 |
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| Image Recognition and Calibration | CIFAR10 (test) | 32 | Jun 30, 2026 |
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| Adversarial Detection | ImageNet-1K AutoAttack 1.0 (test) | 32 | Jun 29, 2026 |
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| Peer influence probability learning | Hateful | 32 | Jun 29, 2026 |
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| Peer influence probability learning | BlogCatalog | 32 | Jun 29, 2026 |
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| Peer influence probability learning | Flickr | 32 | Jun 29, 2026 |
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| Image Captioning | COCO average 2014/2017 (test) | 32 | Jun 26, 2026 |
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