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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 |
|---|---|---|---|---|---|
| Text generation | Masked DFM backbone 1024 samples | 35 | Jun 24, 2026 | ||
| Medical Image Classification | Medical Image Classification 10 datasets avg | 35 | Jun 23, 2026 | ||
| Image Classification | CIFAR-100-LT extreme (R-100) (test) | 35 | Jun 23, 2026 | ||
| Image Classification | CIFAR-100-LT mild (R-10) (test) | 35 | Jun 23, 2026 | ||
| Image Classification | CIFAR-100 | 35 |
| Jun 23, 2026 |
| Image Classification | CIFAR-10 | 35 | Jun 23, 2026 |
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| Operator Learning Rollout Prediction | Allen-Cahn Equation E2 | 35 | Jun 23, 2026 |
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| Pick and Place | Sim: Pick and Place Image v1 (evaluation) | 35 | Jun 23, 2026 |
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| Block Push | Sim: Block Push Image v1 (test) | 35 | Jun 23, 2026 |
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| Block Push | Sim: Block Push State v1 (evaluation) | 35 | Jun 23, 2026 |
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| UWB localization | Random walk experiment (Cluttered) | 35 | Jun 19, 2026 |
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| Open-Vocabulary Semantic Segmentation | ORAD-3D | 35 | Jun 18, 2026 |
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| Open-domain long-horizon evaluation | FRAMES (test) | 35 | Jun 16, 2026 |
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| Open-domain long-horizon evaluation | BrowseComp-Plus (BCP) (test) | 35 | Jun 16, 2026 |
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| Zero-shot Question Answering | Evaluation Suite (WinoGrande, PiQA, HellaSwag, ARC-E, ARC-C) Zero-shot | 35 | Jun 15, 2026 |
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| Language-conditioned Manipulation Planning | VLABench | 35 | Jun 11, 2026 |
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| Classification | Adult | 35 | Jun 11, 2026 |
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| Image Classification | Fashion MNIST | 35 | Jun 11, 2026 |
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| Network Transmission Performance Evaluation | Wireless Link RELIABLE QoS | 35 | Jun 11, 2026 |
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| Network Transmission Performance Evaluation | Wireless Link BEST_EFFORT QoS | 35 | Jun 11, 2026 |
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| Network Transmission Performance Evaluation | Wired Link RELIABLE QoS | 35 | Jun 11, 2026 |
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| Network Transmission Performance Evaluation | Wired Link BEST_EFFORT QoS | 35 | Jun 11, 2026 |
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| Optical Reasoning | AquaRat, Gsm8k, GPQA Diamond, ScienceQA, Zebra-Cot (test) | 35 | Jun 9, 2026 |
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| Image Classification | ImageNet-C Severity 3 1.0 | 35 | Jul 2, 2026 |
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| Jailbreak Robustness | JBB | 35 | Jun 5, 2026 |
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