Cross-domain
Benchmarks
TaskDatasetSOTA resultTrendResults
Cross-Domain CD (test)
82.99Overall Consistency Rate
10
Cross-Domain Short Forecast All
0.592MAE
10
Cross-Domain n=60
73.4Macro F1
8
Cross-domain
0.625BLEU
8
Cross-domain
85.3BLEU Score
8
T → C cross-domain (Source: T, Target: C) (target domain evaluation)
48.69R@1 (IoU=0.3)
7
Cross-domain C → A (target evaluation)
70.25R@1 (IoU=0.3)
7
A → C cross-domain (target domain evaluation)
71.58R@1 (IoU=0.3)
7
Cross-Domain 3D-FRONT to ARKitScenes
1.464Trajectory AED
7
Cross-domain 5-shot
74.88Accuracy
7
Cross-Domain Generative Micro Avg.
0.638MAE
5
Cross-Domain Long Simulate All
0.738MAE
5
Cross-Domain Long Forecast All
0.72MAE
5
Cross-domain (test)
93OA
4
Cross-domain (test)
61.4Accuracy
3
Cross-domain (Bio, Dialogue, Forum, Law, Literature, Review) (test)
86.61Accuracy (Bio)
3
Cross-domain
—Primary metric
0