Memory Fidelity Evaluation on Memory-based Experiment Seen Features benchmark leaderboard · SOTA2 Research

Memory Fidelity Evaluation on Memory-based Experiment Seen Features

-0.068P-DiffRDG

Evaluation Results

Method	Links
RDG2025.11		-0.068	0	0.045	4.3
RDG2025.11		0.006	-0.003	0.04	2.1
RDG2025.11		0.01	0	0.035	1.9
CDD2025.11		0.023	-0.018	0.065	45.2
RDG2025.11		0.028	-0.001	0.035	1.1
CoT2025.11		0.03	-0.053	0.045	6.9
CDD2025.11		0.035	0.001	0.058	25.3
CDD2025.11		0.054	-0.002	0.042	32.6
Baseline2025.11		0.057	-0.041	0.083	287.3
DDD2025.11		0.068	-0.048	0.092	312.6
Baseline2025.11		0.07	0.002	0.074	125.6
Explicit2025.11		0.07	0.002	0.05	7.8
Explicit2025.11		0.072	0	0.045	6.6
Explicit2025.11		0.081	0.003	0.055	5.4
DDD2025.11		0.082	0.008	0.078	142.8
CoT2025.11		0.088	0	0.048	8.8
Self-debias2025.11		0.1	-0.008	0.062	9.2
Baseline2025.11		0.12	0	0.05	151
Explicit2025.11		0.123	0.022	0.048	9.8
Self-debias2025.11		0.132	0.079	0.055	11
DDD2025.11		0.138	0.012	0.055	168.5
CDD2025.11		0.145	0.042	0.055	85.7
Counterfactual2025.11		0.156	0.08	0.058	12.5
CoT2025.11		0.162	0.045	0.052	12.5
Self-debias2025.11		0.177	0.06	0.065	15.3
Self-debias2025.11		0.177	0.062	0.049	18.8
Counterfactual2025.11		0.217	0.074	0.072	18.7
CoT2025.11		0.282	0.158	0.051	29.6
Baseline2025.11		0.321	0.096	0.065	506.5
DDD2025.11		0.358	0.115	0.068	558.4
Counterfactual2025.11		0.397	0.245	0.051	31.5
Counterfactual2025.11		0.488	0.499	0.057	45.8