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 |
|---|---|---|---|---|---|
| Adversarial Attack | FLIR ADAS 1.3 (test) | 35 | Feb 26, 2026 | ||
| Entity Disambiguation | ZELDA Benchmark (test) | 35 | Feb 26, 2026 | ||
| Mathematical Reasoning | SVAMP | 35 | Feb 26, 2026 | ||
| Image-to-Sentence Retrieval | MS-COCO 5K full (test) | 35 | Feb 26, 2026 | ||
| Object Detection | COCO-O | 35 | Mar 31, 2026 | ||
| Kinetics-Sound |
| 35 |
| Mar 27, 2026 |
| Temporal Knowledge Graph Question Answering | MultiTQ | 35 | Feb 26, 2026 |
|---|
| Relation Extraction | Re-TACRED | 35 | Feb 26, 2026 |
|---|
| 3D object recognition | ScanObjectNN OBJ_BG (test) | 35 | Feb 27, 2026 |
|---|
| Blind Face Restoration | WebPhoto (test) | 35 | Apr 1, 2026 |
|---|
| Visual Place Recognition | SVOX Sun | 35 | Mar 10, 2026 |
|---|
| Object Detection | Foggy Cityscapes 0.02 (test) | 35 | May 6, 2026 |
|---|
| Image Classification | CIFAR10 standard (test) | 35 | Feb 26, 2026 |
|---|
| Semantic Segmentation | SemanticKITTI v1.0 (val) | 35 | Jul 1, 2026 |
|---|
| Object Detection | DIOR-R | 35 | Mar 18, 2026 |
|---|
| 3D Hand Pose Estimation | AssemblyHands D_syn -> D_ah (Headset2) | 35 | Feb 26, 2026 |
|---|
| 3D Hand Pose Estimation | AssemblyHands Headset1 (D_syn -> D_ah) | 35 | Feb 26, 2026 |
|---|
| Human Part Segmentation | PASCAL-Context (test) | 35 | Feb 26, 2026 |
|---|
| Multimodal Instruction Following | LLaVA-Bench In-the-Wild | 35 | Apr 21, 2026 |
|---|
| Image Classification | ImageNet-1K (val) | 35 | Feb 26, 2026 |
|---|
| Collaborative Filtering | Amazon-Book (test) | 35 | Feb 26, 2026 |
|---|
| Semantic Segmentation | GTA5 | 35 | Jun 2, 2026 |
|---|
| Face Anti-Spoofing | MSU-MFSD (M) & Replay-Attack (I) to CASIA-MFSD (C) (test) | 35 | Jun 5, 2026 |
|---|
| Continual Learning | ImageNet mini | 35 | Feb 26, 2026 |
|---|
| 3D Semantic Segmentation | ScanNet V2 | 35 | Jul 7, 2026 |
|---|