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SOTA Visual Reinforcement Learning benchmarks and papers with code | Wizwand
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Visual Reinforcement Learning
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
DMControl Ball in cup, Catch
COVR
Episode Return
960
16
5mo ago
DMControl Finger, Spin
COVR
Episode Return
976
16
5mo ago
DMControl Walker Walk
COVR
Episode Return
802
16
5mo ago
DMControl Cheetah Run
COVR
Episode Return
504
16
5mo ago
DMControl Reacher Easy
COVR
Episode Return
969
16
5mo ago
DMControl Cartpole, Swingup
COVR
Episode Return
872
16
5mo ago
CARLA (#GP scenario)
VBE
ER
9
15
5mo ago
CarRacing v0 (test)
COVR
Environment Reward
619,221
11
5mo ago
DMControl-GB Video-Easy
PIE-G
Walker Walk Score
871
10
24d ago
DMC-GB Color Hard
PIE-G
Average Return: Walker, Walk
884
10
24d ago
Atari 10
ResWM
Assault Score
2,408
10
4mo ago
DMControl VDCS Markov-temporal perturbations (test)
ACO-MoE
Cartpole Swingup Score
864
8
2mo ago
DeepMind Control Suite 500K steps
ResWM
Quadruped Walk Score
408
6
4mo ago
CARLA Scenario B (test)
VBE+Basic VLM
Error Rate (ER)
-15
6
5mo ago
CARLA Scenario A (test)
VBE+Basic VLM
ER
-10
6
5mo ago
DMControl Pendulum, Swingup (test)
COVR
Episode Reward (ER)
792
5
5mo ago
DMControl Walker Run (test)
COVR
Environment Reward
485
5
5mo ago
DMControl Hopper, Hop (test)
COVR
ER
188
5
5mo ago
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