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Papers Benchmarks Datasets Tasks

Value function estimation research benchmarks · SOTA2 Research

Value function estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Game B Matrix Game

Non-Monotonic QMIX

12Estimated Payoff

18

Mar 23, 2026

Game B matrix (train)

10Estimated Payoff

9

Mar 23, 2026

BridgeData dt_rd_pnp ES & EM V2

74.7VOC Score

7

Mar 4, 2026

BridgeData dt_ft_stack ES & EM V2

69.8VOC

7

Mar 4, 2026

BridgeData dt_tk_stack Embodiment Shift V2

3.5VOC

7

Mar 4, 2026

BridgeData Embodiment Shift dt_tk_pnp V2

0.856VOC

7

Mar 4, 2026

BridgeData ms_sweep Environment Shift V2

0.49VOC

7

Mar 4, 2026

BridgeData Environment Shift V2 (rd_fold)

72.6VOC

7

Mar 4, 2026

BridgeData Environment Shift V2 (ft_fold)

69.3VOC

7

Mar 4, 2026

BridgeData Environment Shift V2 (td_fold)

70.9VOC

7

Mar 4, 2026

BridgeData lm_pnp Environment Shift V2

72.5VOC

7

Mar 4, 2026

BridgeData tk_pnp In-Distribution V2

0.029VOC

7

Mar 4, 2026

Matrix Game B v1 (test)

Unconstrained QMIX

6.2Q1 Value (A)

4

Mar 23, 2026

Popular datasets

BridgeData Game Matrix game Game B

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