Multi-modal Recognition on SUN RGB-D
0.5807AccuracyUncertainty-Aware Distributed Learning
Evaluation results
| Method | Links | |
|---|---|---|
| Uncertainty-Aware Distributed LearningChannel=AWGN, SNR Mode=static, SNR (dB)=20, Retransmission=Post-RT2026.01 | 0.5807 | |
| Uncertainty-Aware Distributed LearningChannel=AWGN, SNR Mode=static, SNR (dB)=20, Retransmission=Pre-RT2026.01 | 0.5795 | |
| Uncertainty-Aware Distributed LearningChannel=AWGN, SNR Mode=static, SNR (dB)=10, Retransmission=Post-RT2026.01 | 0.579 | |
| Uncertainty-Aware Distributed LearningChannel=AWGN, SNR Mode=dynamic, SNR (dB)=0–20, Retransmission=Post-RT2026.01 | 0.5786 | |
| Uncertainty-Aware Distributed LearningChannel=AWGN, SNR Mode=static, SNR (dB)=10, Retransmission=Pre-RT2026.01 | 0.5778 | |
| Uncertainty-Aware Distributed LearningChannel=AWGN, SNR Mode=dynamic, SNR (dB)=0–20, Retransmission=Pre-RT2026.01 | 0.5774 | |
| BaselineChannel=AWGN, SNR Mode=static, SNR (dB)=202026.01 | 0.5749 | |
| Uncertainty-Aware Distributed LearningChannel=AWGN, SNR Mode=static, SNR (dB)=0, Retransmission=Post-RT2026.01 | 0.5735 | |
| Uncertainty-Aware Distributed LearningChannel=AWGN, SNR Mode=static, SNR (dB)=0, Retransmission=Pre-RT2026.01 | 0.5703 | |
| BaselineChannel=AWGN, SNR Mode=static, SNR (dB)=102026.01 | 0.5702 | |
| BaselineChannel=AWGN, SNR Mode=dynamic, SNR (dB)=0–202026.01 | 0.5566 | |
| BaselineChannel=AWGN, SNR Mode=static, SNR (dB)=02026.01 | 0.5443 | |
| Uncertainty-Aware Distributed LearningChannel=Rayleigh, SNR Mode=static, SNR (dB)=20, Retransmission=Post-RT2026.01 | 0.5031 | |
| Uncertainty-Aware Distributed LearningChannel=Rayleigh, SNR Mode=static, SNR (dB)=0, Retransmission=Post-RT2026.01 | 0.5027 | |
| Uncertainty-Aware Distributed LearningChannel=Rayleigh, SNR Mode=static, SNR (dB)=10, Retransmission=Post-RT2026.01 | 0.5027 | |
| Uncertainty-Aware Distributed LearningChannel=Rayleigh, SNR Mode=static, SNR (dB)=20, Retransmission=Pre-RT2026.01 | 0.5018 | |
| Uncertainty-Aware Distributed LearningChannel=Rayleigh, SNR Mode=static, SNR (dB)=10, Retransmission=Pre-RT2026.01 | 0.5014 | |
| Uncertainty-Aware Distributed LearningChannel=Rayleigh, SNR Mode=dynamic, SNR (dB)=0–20, Retransmission=Post-RT2026.01 | 0.5008 | |
| Uncertainty-Aware Distributed LearningChannel=Rayleigh, SNR Mode=dynamic, SNR (dB)=0–20, Retransmission=Pre-RT2026.01 | 0.498 | |
| BaselineChannel=Rayleigh, SNR Mode=static, SNR (dB)=202026.01 | 0.4965 | |
| BaselineChannel=Rayleigh, SNR Mode=static, SNR (dB)=102026.01 | 0.4959 | |
| Uncertainty-Aware Distributed LearningChannel=Rayleigh, SNR Mode=static, SNR (dB)=0, Retransmission=Pre-RT2026.01 | 0.4952 | |
| BaselineChannel=Rayleigh, SNR Mode=dynamic, SNR (dB)=0–202026.01 | 0.4948 | |
| BaselineChannel=Rayleigh, SNR Mode=static, SNR (dB)=02026.01 | 0.4886 |