iPhone
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Novel View Synthesis | iPhone dataset | SSIM0.711 | 33 | |
| Image Denoising | iPhone | PSNR42.2 | 24 | |
| 4D scene reconstruction | iPhone | Apple Scene Score13.98 | 21 | |
| Novel View Synthesis | iPhone (test) | mPSNR20.11 | 15 | |
| Novel View Synthesis | iPhone dataset (test) | Mean CLIP-I89.07 | 13 | |
| Novel View Synthesis | iPhone dataset (Apple) | mPSNR (dB)20.17 | 11 | |
| 2D Point Tracking | iPhone dataset | AJ5.4 | 10 | |
| 3D Point Tracking | iPhone dataset | EPE0.082 | 10 | |
| Dynamic Novel View Synthesis | iPhone | PSNR25.52 | 8 | |
| Video Trajectory Editing | iPhone short clips | PSNR14.31 | 8 | |
| Novel View Synthesis | iPhone dataset Spin | CLIP-I0.9029 | 7 | |
| Novel View Synthesis | iPhone (Apple) | CLIP-I0.8798 | 7 | |
| Camera control and 3D consistency | iphone dataset | Translation Error1.251 | 6 | |
| Stereoscopic Video Generation | iPhone (test) | iSQoE0.51 | 6 | |
| 3D Surface Reconstruction | iPhone (per-scene) | Error (cm)0.77 | 6 | |
| Long-range tracking | iPhone dataset (test) | PCK-T (Apple)85.4 | 5 | |
| Novel View Synthesis | iPhone dataset v1 (test) | mPSNR (Apple)18.73 | 5 | |
| Extreme View Video Synthesis | Iphone | PSNR13.63 | 4 | |
| Correspondence Tracking | iPhone dataset | PCK-T83.3 | 4 | |
| Novel View Synthesis | iPhone dataset Average | mPSNR (dB)14.6 | 4 | |
| Novel View Synthesis | iPhone Space-out | mPSNR14.79 | 4 | |
| Novel View Synthesis | iPhone360 | Block2 CLIP-I0.9021 | 3 | |
| Latency Measurement | iPhone 12 | Mask Decoder Latency (ms)11.6 | 3 | |
| Hardware-aware Model Selection | iPhone 13 mini (val) | Median Latency (ms)0.2261 | 2 | |
| View Transformation | iPhone 9 (test) | Subject Consistency94 | 2 |
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