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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 |
|---|---|---|---|---|---|
| Precipitation Nowcasting | Mississippi River Basin (test) | 60 | Mar 17, 2026 | ||
| Document Watermarking Robustness | Document Images (Print-scan) | 60 | Mar 16, 2026 | ||
| Document Watermarking Robustness | Document images Print-camera varying sizes | 60 | Mar 16, 2026 | ||
| Query-Answering | PersonaMem 128K context length | 60 | Jun 1, 2026 | ||
| Query-Answering | PersonaMem 32K context length |
| 60 |
| Jun 1, 2026 |
| Node classification | ogbn-Home | 60 | Mar 11, 2026 |
|---|
| Node classification | ogbn-Tech | 60 | Mar 11, 2026 |
|---|
| Multi-Class Calibration | CIFAR-100 logits (test) | 60 | Mar 11, 2026 |
|---|
| Single-Hop Question Answering | NQ | 60 | May 19, 2026 |
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| Category Discovery | CIFAR10 | 60 | Apr 14, 2026 |
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| Multimodal Benchmarking | MMBench | 60 | May 12, 2026 |
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| Advection | Advection | 60 | Mar 9, 2026 |
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| Fluid dynamics simulation | Navier-Stokes | 60 | Mar 9, 2026 |
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| Diffusion-Reaction | Diffusion-Reaction | 60 | Mar 9, 2026 |
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| Micro-expression recognition | SAMM 3-class | 60 | Jun 29, 2026 |
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| Myoelectric Gesture Recognition | Ninapro DB2 | 60 | Mar 6, 2026 |
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| 2D skin lesion segmentation | ISIC 2017 | 60 | May 15, 2026 |
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| Knowledge Retention | MMLU (full) | 60 | Apr 24, 2026 |
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| Image Classification | MetaShift (test) | 60 | Jul 8, 2026 |
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| Model Inversion Attack | TinyImageNet-200 | 60 | Mar 4, 2026 |
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| Membership Inference Attack | TinyImageNet 200 | 60 | Mar 4, 2026 |
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| Model Merging | GLUE CoLA, MRPC, RTE, SST-2 | 60 | Mar 4, 2026 |
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| Image Generation Evaluation | Image Generation Evaluation (ITS) | 60 | Mar 4, 2026 |
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| Image Generation Evaluation | Image Generation Evaluation IQ | 60 | Mar 4, 2026 |
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| Image Generation Evaluation | ICC | 60 | Mar 4, 2026 |
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