| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ScanRefer (val) | InstanceRefer | Overall Accuracy @ IoU 0.5066.83 | 155 | 4d ago | |
| Nr3D (test) | PanoGrounder | Overall Success Rate76.1 | 88 | 4d ago | |
| Nr3D | ViewSRD | Overall Success Rate69.9 | 74 | 4d ago | |
| Sr3D (test) | UniVLG | Overall Accuracy81.7 | 73 | 4d ago | |
| ScanRefer Unique | GPT4Scene | Acc@0.25 (IoU=0.25)90.3 | 24 | 4d ago | |
| ScanRefer | VLM-Grounder | Acc@0.2566 | 23 | 4d ago | |
| ScanRefer (test) | Unique Accuracy91.9 | 21 | 4d ago | ||
| ScanRefer Overall | 3D-R1 | Acc @ 0.2565.8 | 17 | 4d ago | |
| NuInteract (test) | PETR | Precision55.8 | 16 | 2d ago | |
| ScanRefer Multiple (val) | MCLN | Accuracy @ IoU 0.2552 | 15 | 4d ago | |
| ScanRefer v1 (test) | M3DRef-CLIP | Unique Acc@0.5IoU70.9 | 15 | 4d ago | |
| Multi3DRefer (val) | CVP | F1@0.5054.7 | 14 | 4d ago | |
| Nr3D (val) | Easy Score70.2 | 13 | 4d ago | ||
| MoniRefer Overall (val) | Accuracy@0.2580.56 | 8 | 4d ago | ||
| MoniRefer (val) | Accuracy@0.250.7948 | 8 | 4d ago | ||
| MoniRefer Unique subset (val) | Accuracy@0.25100 | 8 | 4d ago | ||
| ScanRefer 250 scenes (test) | Z3D | Acc@0.25 (Unique)87.9 | 7 | 4d ago | |
| ImputeRefer (test) | Ges3ViG | Unique IoU@0.2584.6 | 7 | 4d ago | |
| EmbodiedScan official (val) | Proxy Transformation | AP@0.25 (Easy)41.66 | 7 | 4d ago | |
| Sr3D | 3D-SPS | Overall Accuracy62.6 | 7 | 4d ago | |
| Simulated Physical Environments Task C | JAEGER (Classical IV) | 3D IoU0.32 | 6 | 4d ago | |
| OpenTarget randomly selected 300 samples | Ours | Accuracy @ IoU=0.2546.2 | 6 | 4d ago | |
| ScanRefer Box-Level | Chat-Scene | Accuracy @ IoU 0.2555.5 | 6 | 4d ago | |
| ARKitScenes (test) | PanoGrounder | Unique Success Rate74.2 | 5 | 4d ago | |
| ScanRefer ScanNet v2 (val) | MCLN | Unique Acc93.4 | 5 | 4d ago |
