Sequence-to-score reasoning on FS1000 1.0 (test)
0.789Average SRCCLIMSSR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LIMSSRT-Miss=true, #Params=600.38 M (Qwen3-0.6B) + 17.35 M, #FLOPs=232.966 G (Qwen3-0.6B) + 0.57 G2026.05 | 0.789 | 14.08 | 0.891 | 10.44 | |
| MCMoET-Miss=false, #Params=4.90 M, #FLOPs=1.34 G2026.05 | 0.782 | 15.37 | 0.881 | 11.53 | |
| MoMKET-Miss=false, #Params=5.39 M, #FLOPs=2.60 G2026.05 | 0.668 | 26.08 | 0.819 | 16.85 | |
| SDR-GNNT-Miss=false, #Params=22.63 M, #FLOPs=24.35 G2026.05 | 0.665 | 24.79 | 0.817 | 15.91 | |
| ActionMAET-Miss=false, #Params=14.05 M, #FLOPs=62.12 G2026.05 | 0.651 | 38.18 | 0.809 | 17.96 | |
| IMDerT-Miss=false, #Params=7.97 M, #FLOPs=23.53 G2026.05 | 0.636 | 27.86 | 0.788 | 25.95 | |
| GCNetT-Miss=false, #Params=8.78 M, #FLOPs=1191.39 G2026.05 | 0.61 | 28.62 | 0.764 | 21.82 | |
| PAMFNT-Miss=false, #Params=18.06 M, #FLOPs=2.56 G2026.05 | 0.571 | 75.16 | 0.855 | 13.02 | |
| MLP-MixerT-Miss=false, #Params=14.32 M, #FLOPs=49.90 G2026.05 | 0.52 | 71.78 | 0.819 | 14.56 |