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Benchmarks
Visual Reinforcement Learning on DMControl Finger, Spin
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976
Episode Return
COVR
-39.04
224.48
488
751.52
Jan 4, 2026
Episode Return
Updated 4d ago
Evaluation Results
Method
Method
Links
Episode Return
COVR
Type=VLM-assisted visu...
2026.01
976
ResAct
Type=Vanilla visual RL
2026.01
974
PlayVirtual
Type=Vanilla visual RL
2026.01
915
MLR
Type=Vanilla visual RL
2026.01
907
DrQ
Type=Vanilla visual RL
2026.01
901
PSRL
Type=Vanilla visual RL
2026.01
882
TACO
Type=Vanilla visual RL
2026.01
876
SVEA
Type=Vanilla visual RL
2026.01
859
APL
Type=VLM-assisted visu...
2026.01
839
DPL
Type=VLM-assisted visu...
2026.01
815
MADI
Type=Vanilla visual RL
2026.01
810
CURL
Type=Vanilla visual RL
2026.01
767
PlaNet
Type=Vanilla visual RL
2026.01
560
Dreamer
Type=Vanilla visual RL
2026.01
341
VBE
Type=Only the VLM
2026.01
0
VPF
Type=VLM-assisted visu...
2026.01
0
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