Distributional and Semantic Similarity Evaluation on Reddit
0.06FIDDP-SGD
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| DP-SGDModel=GPT-22026.04 | 0.06 | 28 | 15 | 23 | 18 | 2.94 | 52 | 0.01 | 12 | |
| RPSGModel=Phi-42026.04 | 0.07 | 25 | 53 | 19 | 28 | 1.41 | 53 | 0.01 | 9 | |
| RPSGModel=DeepSeek-R12026.04 | 0.08 | 12 | 39 | 20 | 27 | 2.99 | 62 | 0.05 | 9 | |
| RPSGModel=DistilGPT22026.04 | 0.08 | 4 | 6 | 9 | 7 | 2.43 | 79 | 0.01 | 12 | |
| RPSGModel=GPT-22026.04 | 0.08 | 8 | 5 | 10 | 7 | 5.04 | 71 | 0.01 | 12 | |
| RPSGModel=GPT-3.52026.04 | 0.09 | 3 | 28 | 12 | 16 | 3.41 | 83 | 0.02 | 10 | |
| RPSGModel=GPT-4o-mini2026.04 | 0.1 | 2 | 84 | 33 | 47 | 3.93 | 90 | 0.06 | 9 | |
| DP-SGDModel=DistilGPT22026.04 | 0.1 | 22 | 4 | 5 | 5 | 3.4 | 57 | 0.01 | 13 | |
| AUG-PEModel=DeepSeek-R12026.04 | 0.14 | 1 | 41 | 6 | 9 | 7.08 | 95 | 0.08 | 11 | |
| AUG-PEModel=GPT-3.52026.04 | 0.15 | 1 | 95 | 15 | 25 | 14.2 | 99 | 0.01 | 10 | |
| AUG-PEModel=GPT-4o-mini2026.04 | 0.15 | 1 | 95 | 13 | 23 | 13.4 | 98 | 0.01 | 10 | |
| AUG-PEModel=Phi-42026.04 | 0.19 | 1 | 83 | 9 | 16 | 13.7 | 99 | 0.01 | 11 |