Equivariant Shared-Mechanism World Model / results.json
Mechanism confirmed, baseline not beaten
1{
2 "seed": 3145,
3 "device": "cuda",
4 "math_check": {
5 "c4_composition_max_abs": 0.0,
6 "true_mechanism_equivariance_max_abs": 0.0,
7 "equivariance_penalty_exact_linear": 0.0,
8 "equivariance_penalty_non_equivariant_linear": 1.9284594058990479
9 },
10 "params_each_model": 2690,
11 "baseline": {
12 "train_mse": 0.000663807790260762,
13 "in_distribution_mse": 0.000933704199269414,
14 "heldout_rotation_mse": 0.0010833757696673274,
15 "heldout_equivariance_penalty": 0.0005097697721794248
16 },
17 "equivariant_shared": {
18 "train_mse": 0.0007101972005330026,
19 "in_distribution_mse": 0.0006173581350594759,
20 "heldout_rotation_mse": 0.0007219823892228305,
21 "heldout_equivariance_penalty": 9.187469549942762e-05
22 }
23}