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Benchmarks
Visual Reinforcement Learning on DMControl Reacher Easy
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969
Episode Return
COVR
46.52
286.01
525.5
764.99
Jan 4, 2026
Episode Return
Updated 4d ago
Evaluation Results
Method
Method
Links
Episode Return
COVR
Type=VLM-assisted visu...
2026.01
969
ResAct
Type=Vanilla visual RL
2026.01
917
MLR
Type=Vanilla visual RL
2026.01
866
TACO
Type=Vanilla visual RL
2026.01
821
SVEA
Type=Vanilla visual RL
2026.01
811
PlayVirtual
Type=Vanilla visual RL
2026.01
785
MADI
Type=Vanilla visual RL
2026.01
766
PSRL
Type=Vanilla visual RL
2026.01
621
DrQ
Type=Vanilla visual RL
2026.01
601
CURL
Type=Vanilla visual RL
2026.01
538
Dreamer
Type=Vanilla visual RL
2026.01
314
APL
Type=VLM-assisted visu...
2026.01
292
DPL
Type=VLM-assisted visu...
2026.01
224
VPF
Type=VLM-assisted visu...
2026.01
162
VBE
Type=Only the VLM
2026.01
94
PlaNet
Type=Vanilla visual RL
2026.01
82
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