Object Detection on SFU Class C
6.82BD AccuracyBaseline vs Remote Inference
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Baseline vs Remote InferenceCodec=VVC2026.01 | 6.82 | — | — | — | |
| WA-RDOCodec=HEVC2026.01 | 0.75 | — | — | — | |
| FWA-RDOCodec=HEVC2026.01 | 0.51 | — | — | — | |
| SSE-RDOCodec=VVC2026.01 | 0.47 | — | — | — | |
| IWA-RDOCodec=HEVC2026.01 | 0.46 | — | — | — | |
| IWA-RDOCodec=AVC2026.01 | 0.36 | — | — | — | |
| FWA-RDOCodec=AVC2026.01 | 0.36 | — | — | — | |
| WA-RDOCodec=AVC2026.01 | 0.32 | — | — | — | |
| SSE-RDOCodec=HEVC2026.01 | 0.3 | — | — | — | |
| FCMNetwork=FasterRCNN-X101-FPN, Encoding Configuration=All-Intra2025.12 | — | -85.55 | 3.41 | 0.48 | |
| FCMNetwork=FasterRCNN-X101-FPN2025.12 | — | -80.64 | — | — | |
| Global Statistics Preservation (GSP)Method Variant=Primary2025.12 | — | 4.63 | — | — | |
| Proposed MethodBackbone=Split Detectron2 [9]2025.12 | — | -16.26 | — | — | |
| Simplified Scaling MethodMethod Variant=Simplified2025.12 | — | 4.89 | — | — |