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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 |
|---|---|---|---|---|---|
| Visual Grounding | RefCOCOg (test) | 160 | Jul 3, 2026 | ||
| Video-to-Text Retrieval | ActivityNet | 160 | Jul 2, 2026 | ||
| Text Detection | Total-Text | 160 | May 19, 2026 | ||
| Multi-view 3D Reconstruction | ShapeNetr2n2 (test) |
| 160 |
| Feb 26, 2026 |
| Speech Separation | WSJ0-2Mix (test) | 160 | Jul 3, 2026 |
|---|
| Referring Expression Comprehension | RefCOCO (test-B) | 160 | Apr 10, 2026 |
|---|
| Language Understanding | MMLU 5-shot | 160 | Jun 26, 2026 |
|---|
| Information Visual Question Answering | InfoVQA | 159 | Jun 19, 2026 |
|---|
| Text-to-Speech | Seed-TTS en (test) | 159 | Jul 8, 2026 |
|---|
| Chart Understanding | ChartQA | 159 | May 21, 2026 |
|---|
| Inductive dynamic link prediction | Reddit (inductive) | 159 | Jul 7, 2026 |
|---|
| Two-sample testing | HIGGS | 159 | Jun 9, 2026 |
|---|
| Image Classification | ImageNet-LT (test) | 159 | May 29, 2026 |
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| Semantic Segmentation | SYNTHIA to Cityscapes | 159 | Jun 9, 2026 |
|---|
| Facial landmark detection | 300W challenging | 159 | Feb 26, 2026 |
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| Monocular Depth Estimation | KITTI Raw Eigen (test) | 159 | Feb 26, 2026 |
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| Generalized Referring Expression Segmentation | gRefCOCO (testA) | 159 | May 29, 2026 |
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| Human Mesh Recovery | 3DPW | 159 | May 15, 2026 |
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| Math Word Problem Solving | GSM8K | 158 | May 19, 2026 |
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| Question Answering | PopQA | 158 | Jul 8, 2026 |
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| Image Classification | ImageNet 1k | 158 | Mar 5, 2026 |
|---|
| Object Hallucination Evaluation | MS-COCO POPE (Popular) | 158 | Jun 1, 2026 |
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| Backdoor Attack | CIFAR10 | 158 | May 28, 2026 |
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| Anomaly Detection | MVTec-AD (test) | 158 | Jun 16, 2026 |
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| Image Reconstruction | ImageNet (val) | 158 | Jun 11, 2026 |
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