POMDP Planning on 2D-Continuous Light-Dark (test) benchmark leaderboard · SOTA2 Research

POMDP Planning on 2D-Continuous Light-Dark (test)

6.05Mean ReturnVOMCPOW

Evaluation Results

Method	Links
VOMCPOW2025.03		6.05	0.08	0.02
PFT-VPW2025.03		5.98	0.08	0.027
VOMCPOW2025.03		5.81	0.08	0.033
POMCPOW2025.03		5.73	0.08	0.033
VOMCPOW2025.03		5.56	0.08	0.016
PFT-VPW2025.03		5.34	0.09	0.018
PFT-DPW2025.03		5.29	0.08	0.027
POMCPOW2025.03		5.16	0.09	0.019
PFT-VPW2025.03		5.1	0.09	0.011
AG-PFT-VPW2025.03		5.07	0.08	0.191
AG-PFT-DPW2025.03		4.86	0.08	0.316
AG-PFT-VPW2025.03		4.77	0.08	0.075
PFT-DPW2025.03		4.69	0.09	0.017
VOMCPOW2025.03		4.63	0.1	0.006
AG-PFT-DPW2025.03		4.59	0.08	0.103
AG-PFT-VPW2025.03		4.43	0.09	0.029
AG-PFT-DPW2025.03		4.4	0.08	0.032
AG-PFT-VPW2025.03		4.35	0.09	0.013
PFT-VPW2025.03		4.3	0.09	0.006
PFT-DPW2025.03		4.11	0.1	0.011
AG-PFT-VPW2025.03		4.03	0.09	5.439
AG-PFT-DPW2025.03		4	0.09	0.012
POMCPOW2025.03		3.84	0.1	0.006
VOMCPOW2025.03		3.69	0.1	0.228
AG-PFT-DPW2025.03		3.33	0.1	4.726
POMCPOW2025.03		3.15	0.11	0.018
PFT-DPW2025.03		3.08	0.11	0.006
POMCPOW2025.03		2.99	0.11	0.095
PFT-VPW2025.03		2.65	0.11	0.03
PFT-DPW2025.03		1.87	0.11	0.017