Loading the SOTA2 catalog…
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 |
|---|---|---|---|---|---|
| Multi-Hop Question Answering | HotpotQA | 167 | Jun 12, 2026 | ||
| Mathematical Reasoning | AQUA | 167 | May 21, 2026 | ||
| Image Quality Assessment | KADID | 167 | Jun 16, 2026 | ||
| Image Classification | Stanford Dogs | 167 | Jun 11, 2026 | ||
| Image Classification | ImageNet-16-120 NAS-Bench-201 (test) |
| 167 |
| May 22, 2026 |
| Visual Grounding | RefCOCO (TestA) | 167 | Jul 3, 2026 |
|---|
| Image Classification | Office-Home | 167 | May 7, 2026 |
|---|
| Node Classification | Amazon Computers | 167 | Jun 2, 2026 |
|---|
| Natural Language Inference | XNLI (test) | 167 | Jun 2, 2026 |
|---|
| Graph Classification | PTC | 167 | Feb 26, 2026 |
|---|
| Image Geolocalization | IM2GPS3K (test) | 167 | Jul 7, 2026 |
|---|
| Referring Expression Comprehension | RefCOCO+ (test-B) | 167 | Apr 10, 2026 |
|---|
| Highlight Detection | QVHighlights (test) | 167 | Apr 21, 2026 |
|---|
| Language Understanding | MMLU (test) | 167 | May 29, 2026 |
|---|
| Mathematical Reasoning | GSM8K | 166 | Jun 24, 2026 |
|---|
| Video Question Answering | VideoMMMU | 166 | Jun 12, 2026 |
|---|
| Reward Modeling | RewardBench | 166 | Apr 10, 2026 |
|---|
| Brain Tumor Segmentation | BraTS 2023 (test) | 166 | Jun 1, 2026 |
|---|
| Long-context understanding | LongBench (test) | 166 | Jun 25, 2026 |
|---|
| Semantic Segmentation | Pascal VOC 2012 (val) | 166 | May 28, 2026 |
|---|
| Low-Light Image Enhancement | LOL real v2 (test) | 166 | Jul 7, 2026 |
|---|
| Video Action Recognition | Kinetics-400 (val) | 166 | Apr 30, 2026 |
|---|
| Entity Alignment | DBP15K ZH-EN | 166 | Apr 16, 2026 |
|---|
| Nested Named Entity Recognition | ACE 2004 (test) | 166 | Feb 26, 2026 |
|---|
| Multimodal Understanding | MMBench (MMB) | 166 | May 29, 2026 |
|---|