Deep Research Evaluation on Deep Research Bench (step 1100)
53.81ReadabilityTournament-GRPO
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Tournament-GRPOGroup=G = 4, Kwin = 2, Kfinal = 2, M=82026.05 | 53.81 | 55.22 | 55.19 | 55.4 | 55.09 | |
| Tournament-GRPOGroup=G = 2, Kwin = 1, Kfinal = 1, M=42026.05 | 53.69 | 54.92 | 55.63 | 55.16 | 55.04 | |
| Tournament-GRPOGroup=G = 4, Kwin = 2, Kfinal = 2, M=22026.05 | 53.03 | 53.54 | 53.83 | 53.8 | 53.64 | |
| Tournament-GRPOGroup=G = 2, Kwin = 1, Kfinal = 1, M=82026.05 | 52.93 | 53.9 | 53.96 | 54.04 | 53.84 | |
| Tournament-GRPOGroup=G = 4, Kwin = 2, Kfinal = 2, M=12026.05 | 52.79 | 53.26 | 52.95 | 53.38 | 53.14 | |
| Tournament-GRPOGroup=G = 2, Kwin = 1, Kfinal = 1, M=22026.05 | 52.38 | 53.04 | 53.17 | 52.91 | 52.96 | |
| PairwiseGroup=Baseline2026.05 | 51.15 | 51.34 | 50.38 | 50.05 | 50.57 | |
| GDPOGroup=Baseline2026.05 | 51.11 | 51.01 | 50.52 | 50.52 | 50.71 | |
| Tournament-GRPOGroup=G = 2, Kwin = 1, Kfinal = 1, M=12026.05 | 50.06 | 50.76 | 50.16 | 49.94 | 50.2 | |
| Tournament-GRPOGroup=G = 4, Kwin = 2, Kfinal = 2, M=42026.05 | 49.65 | 50.92 | 50.53 | 50.01 | 50.32 | |
| Tournament-GRPOGroup=G = 2, Kwin = 1, Kfinal = 1, M=32026.05 | 48.69 | 49.43 | 47.94 | 46.24 | 47.81 | |
| Tournament-GRPOGroup=G = 4, Kwin = 2, Kfinal = 2, M=32026.05 | 45.68 | 46 | 46.23 | 46.01 | 46.04 | |
| GRPO explicitGroup=Baseline2026.05 | 41.26 | 41.56 | 41.33 | 40.77 | 41.2 | |
| Dr. GRPO implicitGroup=Baseline2026.05 | 40.88 | 38.92 | 36.42 | 35.47 | 37.38 | |
| Dr. GRPO explicitGroup=Baseline2026.05 | 40.49 | 38.98 | 36.4 | 36.07 | 37.51 | |
| GRPO implicitGroup=Baseline2026.05 | 33.09 | 32.97 | 32.14 | 31.17 | 32.14 |