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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 |
|---|---|---|---|---|---|
| Image Classification | ImageNet | 366 | Mar 10, 2026 | ||
| Image Classification | ImageNet (val) | 354 | Feb 26, 2026 | ||
| Image Classification | ImageNet-1K 1.0 (test) | 341 | Jul 2, 2026 | ||
| Video Object Detection | ImageNet VID (val) |
| 341 |
| Feb 26, 2026 |
| Image Classification | ImageNet-1K (val) | 317 | Jun 29, 2026 |
|---|
| Image Classification | ImageNet (val) | 300 | Feb 26, 2026 |
|---|
| Image Classification | ImageNet (test) | 299 | Mar 5, 2026 |
|---|
| Image Generation | ImageNet (val) | 293 | Jun 5, 2026 |
|---|
| Image Classification | TinyImageNet (val) | 289 | Jun 1, 2026 |
|---|
| Image Classification | ImageNet-ReaL | 287 | Jul 9, 2026 |
|---|
| Few-shot classification | tieredImageNet (test) | 282 | Feb 26, 2026 |
|---|
| Image Classification | Tiny-ImageNet | 269 | Apr 24, 2026 |
|---|
| Backdoor Defense | Tiny ImageNet | 267 | Jul 8, 2026 |
|---|
| Out-of-Distribution Detection | SUN OOD with ImageNet-1k In-distribution (test) | 267 | Jun 25, 2026 |
|---|
| Image Classification | ImageNet LT | 264 | Jun 23, 2026 |
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| Image Classification | ImageNet (val) | 260 | Jun 23, 2026 |
|---|
| Generalized Category Discovery | ImageNet 100 | 252 | Jul 2, 2026 |
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| Image Classification | ImageNet-100 (val) | 250 | Jul 7, 2026 |
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| Image Generation | ImageNet 256x256 (train) | 247 | Jun 23, 2026 |
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| Long-Tailed Image Classification | ImageNet-LT (test) | 246 | May 12, 2026 |
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| Image Classification | ImageNet 2012 (val) | 237 | Jun 9, 2026 |
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| Few-shot image classification | Mini-Imagenet (test) | 235 | Feb 26, 2026 |
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| Image Classification | ImageNet (test) | 235 | Jun 15, 2026 |
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| Image Classification | mini-ImageNet (test) | 232 | Jul 1, 2026 |
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| Image Classification | ImageNet V2 (test) | 232 | Jun 25, 2026 |
|---|