{
  "table2": [
    [
      "Softmax",
      "AdamW",
      "dense",
      81.7,
      2.587,
      2.413
    ],
    [
      "Softmax",
      "Muon",
      "dense",
      79.7,
      2.489,
      2.349
    ],
    [
      "DeltaNet",
      "AdamW",
      "hybrid",
      87,
      2.517,
      2.348
    ],
    [
      "DeltaNet",
      "AdamW",
      "pure",
      91.9,
      2.555,
      2.382
    ],
    [
      "DeltaNet",
      "Muon",
      "hybrid",
      83.8,
      2.44,
      2.299
    ],
    [
      "DeltaNet",
      "Muon",
      "pure",
      89.2,
      2.476,
      2.334
    ],
    [
      "GDN",
      "AdamW",
      "hybrid",
      90.5,
      2.517,
      2.356
    ],
    [
      "GDN",
      "AdamW",
      "pure",
      100,
      2.601,
      2.433
    ],
    [
      "GDN",
      "Muon",
      "hybrid",
      89.5,
      2.464,
      2.321
    ],
    [
      "GDN",
      "Muon",
      "pure",
      95,
      2.543,
      2.397
    ],
    [
      "KDA",
      "AdamW",
      "hybrid",
      74.4,
      2.471,
      2.328
    ],
    [
      "KDA",
      "AdamW",
      "pure",
      73.6,
      2.49,
      2.347
    ],
    [
      "KDA",
      "Muon",
      "hybrid",
      70.9,
      2.409,
      2.273
    ],
    [
      "KDA",
      "Muon",
      "pure",
      68.5,
      2.427,
      2.29
    ],
    [
      "GDN2",
      "AdamW",
      "hybrid",
      83.3,
      2.52,
      2.379
    ],
    [
      "GDN2",
      "AdamW",
      "pure",
      81.9,
      2.601,
      2.452
    ],
    [
      "GDN2",
      "Muon",
      "hybrid",
      81.3,
      2.466,
      2.345
    ],
    [
      "GDN2",
      "Muon",
      "pure",
      80.7,
      2.542,
      2.415
    ]
  ],
  "table7": [
    [
      "GDN",
      "350M / 1B",
      2.8331,
      -0.0073,
      -0.0103
    ],
    [
      "GDN",
      "350M / 15B",
      2.3417,
      -0.0042,
      -0.0059
    ],
    [
      "GDN",
      "1.3B / 40B",
      2.0635,
      -0.001,
      -0.0019
    ],
    [
      "DeltaNet",
      "350M / 1B",
      2.8469,
      -0.0047,
      -0.0119
    ],
    [
      "DeltaNet",
      "350M / 15B",
      2.3347,
      -0.0002,
      -0.0016
    ]
  ],
  "table5": [
    [
      "GDN",
      "Baseline",
      0.3434,
      0.4131,
      0.6692,
      0.6649,
      0.5146
    ],
    [
      "GDN",
      "CLER-H",
      0.3423,
      0.4104,
      0.667,
      0.6556,
      0.5209
    ],
    [
      "GDN",
      "CLVR",
      0.3421,
      0.4113,
      0.6719,
      0.66,
      0.5328
    ],
    [
      "DeltaNet",
      "Baseline",
      0.341,
      0.4113,
      0.66,
      0.6605,
      0.5193
    ],
    [
      "DeltaNet",
      "CLER-H",
      0.3424,
      0.4069,
      0.6681,
      0.6757,
      0.5264
    ],
    [
      "DeltaNet",
      "CLVR",
      0.3437,
      0.4104,
      0.6616,
      0.6551,
      0.5359
    ]
  ]
}