DREAM
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
DREAM-4
0.829Gene 1 Score
8
DREAM Baxter DR
75.5AUC
8
DREAM (test)
65.9Accuracy (Multi-Choice)
8
Dream 7B
69.2Throughput (tokens/sec)
7
DREAM 24
97.642AUC
7
DREAM Panda ORB
77.5AUC (ADD)
7
DREAM Panda 3C-XK
78.5AUC (ADD Curve)
7
DREAM Panda Photo
84.3AUC (ADD Curve)
7
DREAM Panda DR
83AUC (ADD Curve)
7
DREAM Kuka Photo
76.6AUC (ADD Curve)
5
DREAM Kuka DR
80.2AUC (ADD curve)
5
DREAM-real (All)
85.962AUC
5
Dream-1K re-annotated
45.4Recall
4
DREAM-1K (300 randomly sampled videos)
0.717Tarsier Wins Rate
4
DREAM 1K
72.1R@1
3
DREAM Mini panda_orb_full_view
0.416Average Error
3
Dream-1K
43.9Accuracy
3
Dream (val)
85.05Accuracy
3
DREAM-1K
30.5F1 Score
2
Dream-1K original (test)
69.8Better-GPT
2
DREAM-Mini panda realsense full view
0.48Average Error
2
DREAM Mini panda_sim_full_view
0.652Avg Error
2
DREAM-1K (test)
38.7Precision (%)
2
DREAM 1k
27.1F1 Score
2
DREAM (test)
85.5Accuracy
2