Image Classification on CIFAR-10 (Accuracy, Latency, Energy)
89.1AccuracyC-MOPPO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| C-MOPPOPolicy Preference=Accuracy-Oriented, Rank=12026.05 | 89.1 | 3.61 | 16.8 | |
| C-MOPPOPolicy Preference=Accuracy-Oriented, Rank=22026.05 | 88.6 | 3.82 | 16.1 | |
| C-MOPPOPolicy Preference=Accuracy-Oriented, Rank=32026.05 | 88.2 | 3.5 | 17.2 | |
| S-PPOPolicy Preference=Accuracy-Oriented, Rank=12026.05 | 87.5 | 4.78 | 24.9 | |
| S-PPOPolicy Preference=Energy-Oriented, Rank=32026.05 | 87.5 | 4.78 | 24.9 | |
| PG-MORLPolicy Preference=Accuracy-Oriented, Rank=12026.05 | 87.2 | 4.48 | 20.5 | |
| MOEA/DPolicy Preference=Accuracy-Oriented, Rank=12026.05 | 86.2 | 4.47 | 27.7 | |
| MOEA/DPolicy Preference=Energy-Oriented, Rank=22026.05 | 86.2 | 4.47 | 27.7 | |
| PG-MORLPolicy Preference=Accuracy-Oriented, Rank=22026.05 | 85.8 | 4.2 | 23.2 | |
| PG-MORLPolicy Preference=Accuracy-Oriented, Rank=32026.05 | 84.3 | 4.43 | 22.6 | |
| MOEA/DPolicy Preference=Accuracy-Oriented, Rank=22026.05 | 83.9 | 4.1 | 28.5 | |
| S-PPOPolicy Preference=Accuracy-Oriented, Rank=22026.05 | 83.8 | 4.61 | 25.3 | |
| S-PPOPolicy Preference=Accuracy-Oriented, Rank=32026.05 | 82 | 4.57 | 25.6 | |
| MOEA/DPolicy Preference=Accuracy-Oriented, Rank=32026.05 | 81.1 | 3.99 | 32.9 | |
| C-MOPPOPolicy Preference=Energy-Oriented, Rank=32026.05 | 78.1 | 3.47 | 15.2 | |
| C-MOPPOPolicy Preference=Energy-Oriented, Rank=22026.05 | 77.2 | 3.04 | 14.9 | |
| MOEA/DPolicy Preference=Latency-Oriented, Rank=32026.05 | 76.6 | 3.79 | 28.7 | |
| R+PPOPolicy Preference=Accuracy-Oriented, Rank=12026.05 | 76.4 | 4.72 | 34.7 | |
| C-MOPPOPolicy Preference=Latency-Oriented, Rank=32026.05 | 75.7 | 2.84 | 17 | |
| R+PPOPolicy Preference=Accuracy-Oriented, Rank=22026.05 | 75.5 | 4.11 | 34.8 | |
| R+PPOPolicy Preference=Latency-Oriented, Rank=22026.05 | 75.5 | 4.11 | 34.8 | |
| C-MOPPOPolicy Preference=Latency-Oriented, Rank=22026.05 | 75.1 | 2.75 | 16.4 | |
| R+PPOPolicy Preference=Accuracy-Oriented, Rank=32026.05 | 74.8 | 4.85 | 33.8 | |
| PG-MORLPolicy Preference=Latency-Oriented, Rank=22026.05 | 74.5 | 3.69 | 25.1 | |
| MOEA/DPolicy Preference=Latency-Oriented, Rank=22026.05 | 74.5 | 3.65 | 29.1 | |
| PG-MORLPolicy Preference=Energy-Oriented, Rank=32026.05 | 74.2 | 4.4 | 20.2 | |
| C-MOPPOPolicy Preference=Latency-Oriented, Rank=12026.05 | 72.9 | 2.68 | 18.8 | |
| S-PPOPolicy Preference=Energy-Oriented, Rank=12026.05 | 71.8 | 4.74 | 23.5 | |
| S-PPOPolicy Preference=Latency-Oriented, Rank=32026.05 | 70.6 | 4.21 | 23.9 | |
| S-PPOPolicy Preference=Energy-Oriented, Rank=22026.05 | 70.6 | 4.21 | 23.9 | |
| PG-MORLPolicy Preference=Energy-Oriented, Rank=22026.05 | 69.8 | 4.12 | 19.6 | |
| C-MOPPOPolicy Preference=Energy-Oriented, Rank=12026.05 | 69.4 | 3.52 | 14.8 | |
| S-PPOPolicy Preference=Latency-Oriented, Rank=12026.05 | 69.1 | 3.96 | 30.8 | |
| R+PPOPolicy Preference=Latency-Oriented, Rank=32026.05 | 68.5 | 4.51 | 34.4 | |
| MOEA/DPolicy Preference=Energy-Oriented, Rank=12026.05 | 68.4 | 4.22 | 25 | |
| R+PPOPolicy Preference=Latency-Oriented, Rank=12026.05 | 67.9 | 3.98 | 31.3 | |
| R+PPOPolicy Preference=Energy-Oriented, Rank=32026.05 | 67.9 | 3.98 | 31.3 | |
| PG-MORLPolicy Preference=Latency-Oriented, Rank=12026.05 | 67.3 | 3.67 | 22.9 | |
| PG-MORLPolicy Preference=Latency-Oriented, Rank=32026.05 | 67.2 | 3.92 | 20.7 | |
| S-PPOPolicy Preference=Latency-Oriented, Rank=22026.05 | 67.2 | 4.08 | 26.5 | |
| MOEA/DPolicy Preference=Energy-Oriented, Rank=32026.05 | 67 | 4.07 | 28.1 | |
| MOEA/DPolicy Preference=Latency-Oriented, Rank=12026.05 | 66.5 | 3.64 | 31.7 | |
| PG-MORLPolicy Preference=Energy-Oriented, Rank=12026.05 | 65.2 | 4.13 | 19.1 | |
| R+PPOPolicy Preference=Energy-Oriented, Rank=22026.05 | 65 | 4.84 | 28.1 | |
| R+PPOPolicy Preference=Energy-Oriented, Rank=12026.05 | 63.4 | 4.59 | 26.8 |