[ { "fullname": "braindecode/LaBraM-LoRA", "adapter": "lora", "Precision": "float32", "Model sha": "abc123def456", "Architecture": "labram", "Weight type": "Adapter", "Average \u2b06\ufe0f": 48.2, "bcic2a_accuracy": 0.292, "physionet_accuracy": 0.315, "isruc_sleep_accuracy": 0.721, "tuab_accuracy": 0.834, "tuev_accuracy": 0.412, "chbmit_accuracy": 0.763, "faced_accuracy": 0.234, "seedv_accuracy": 0.287, "#Params (M)": 3.2, "embed_dim": 200, "trainable_params": 262144, "Available on the hub": true, "Upload To Hub Date": "2025-01-15", "Submission Date": "2025-01-14", "Base Model": "LaBraM", "Hub License": "MIT", "Hub \u2764\ufe0f": 12 }, { "fullname": "braindecode/LaBraM-AdaLoRA", "adapter": "adalora", "Precision": "float32", "Model sha": "bcd234efg567", "Architecture": "labram", "Weight type": "Adapter", "Average \u2b06\ufe0f": 46.8, "bcic2a_accuracy": 0.278, "physionet_accuracy": 0.301, "isruc_sleep_accuracy": 0.698, "tuab_accuracy": 0.821, "tuev_accuracy": 0.398, "chbmit_accuracy": 0.745, "faced_accuracy": 0.221, "seedv_accuracy": 0.275, "#Params (M)": 3.4, "embed_dim": 200, "trainable_params": 294912, "Available on the hub": true, "Upload To Hub Date": "2025-01-16", "Submission Date": "2025-01-15", "Base Model": "LaBraM", "Hub License": "MIT", "Hub \u2764\ufe0f": 8 }, { "fullname": "braindecode/LaBraM-IA3", "adapter": "ia3", "Precision": "float32", "Model sha": "cde345fgh678", "Architecture": "labram", "Weight type": "Adapter", "Average \u2b06\ufe0f": 44.1, "bcic2a_accuracy": 0.265, "physionet_accuracy": 0.288, "isruc_sleep_accuracy": 0.672, "tuab_accuracy": 0.798, "tuev_accuracy": 0.381, "chbmit_accuracy": 0.718, "faced_accuracy": 0.209, "seedv_accuracy": 0.261, "#Params (M)": 0.8, "embed_dim": 200, "trainable_params": 65536, "Available on the hub": true, "Upload To Hub Date": "2025-01-17", "Submission Date": "2025-01-16", "Base Model": "LaBraM", "Hub License": "MIT", "Hub \u2764\ufe0f": 5 }, { "fullname": "braindecode/LaBraM-DoRA", "adapter": "dora", "Precision": "float32", "Model sha": "def456ghi789", "Architecture": "labram", "Weight type": "Adapter", "Average \u2b06\ufe0f": 49.5, "bcic2a_accuracy": 0.305, "physionet_accuracy": 0.328, "isruc_sleep_accuracy": 0.735, "tuab_accuracy": 0.842, "tuev_accuracy": 0.425, "chbmit_accuracy": 0.778, "faced_accuracy": 0.241, "seedv_accuracy": 0.298, "#Params (M)": 3.5, "embed_dim": 200, "trainable_params": 327680, "Available on the hub": true, "Upload To Hub Date": "2025-01-18", "Submission Date": "2025-01-17", "Base Model": "LaBraM", "Hub License": "MIT", "Hub \u2764\ufe0f": 15 }, { "fullname": "braindecode/LaBraM-FullFT", "adapter": "full_finetune", "Precision": "float32", "Model sha": "efg567hij890", "Architecture": "labram", "Weight type": "Original", "Average \u2b06\ufe0f": 51.2, "bcic2a_accuracy": 0.318, "physionet_accuracy": 0.342, "isruc_sleep_accuracy": 0.758, "tuab_accuracy": 0.861, "tuev_accuracy": 0.448, "chbmit_accuracy": 0.795, "faced_accuracy": 0.258, "seedv_accuracy": 0.312, "#Params (M)": 12.5, "embed_dim": 200, "trainable_params": 12500000, "Available on the hub": true, "Upload To Hub Date": "2025-01-19", "Submission Date": "2025-01-18", "Base Model": "LaBraM", "Hub License": "MIT", "Hub \u2764\ufe0f": 20 }, { "fullname": "braindecode/EEGPT-LoRA", "adapter": "lora", "Precision": "float32", "Model sha": "fgh678ijk901", "Architecture": "eegpt", "Weight type": "Adapter", "Average \u2b06\ufe0f": 45.6, "bcic2a_accuracy": 0.275, "physionet_accuracy": 0.298, "isruc_sleep_accuracy": 0.695, "tuab_accuracy": 0.812, "tuev_accuracy": 0.395, "chbmit_accuracy": 0.738, "faced_accuracy": 0.218, "seedv_accuracy": 0.269, "#Params (M)": 5.1, "embed_dim": 256, "trainable_params": 524288, "Available on the hub": true, "Upload To Hub Date": "2025-02-01", "Submission Date": "2025-01-31", "Base Model": "EEGPT", "Hub License": "Apache-2.0", "Hub \u2764\ufe0f": 18 }, { "fullname": "braindecode/EEGPT-DoRA", "adapter": "dora", "Precision": "float32", "Model sha": "ghi789jkl012", "Architecture": "eegpt", "Weight type": "Adapter", "Average \u2b06\ufe0f": 47.1, "bcic2a_accuracy": 0.289, "physionet_accuracy": 0.312, "isruc_sleep_accuracy": 0.712, "tuab_accuracy": 0.825, "tuev_accuracy": 0.408, "chbmit_accuracy": 0.752, "faced_accuracy": 0.228, "seedv_accuracy": 0.282, "#Params (M)": 5.4, "embed_dim": 256, "trainable_params": 589824, "Available on the hub": true, "Upload To Hub Date": "2025-02-02", "Submission Date": "2025-02-01", "Base Model": "EEGPT", "Hub License": "Apache-2.0", "Hub \u2764\ufe0f": 14 }, { "fullname": "braindecode/EEGPT-FullFT", "adapter": "full_finetune", "Precision": "float32", "Model sha": "hij890klm123", "Architecture": "eegpt", "Weight type": "Original", "Average \u2b06\ufe0f": 49.8, "bcic2a_accuracy": 0.312, "physionet_accuracy": 0.335, "isruc_sleep_accuracy": 0.741, "tuab_accuracy": 0.848, "tuev_accuracy": 0.432, "chbmit_accuracy": 0.781, "faced_accuracy": 0.245, "seedv_accuracy": 0.305, "#Params (M)": 18.7, "embed_dim": 256, "trainable_params": 18700000, "Available on the hub": true, "Upload To Hub Date": "2025-02-03", "Submission Date": "2025-02-02", "Base Model": "EEGPT", "Hub License": "Apache-2.0", "Hub \u2764\ufe0f": 22 }, { "fullname": "braindecode/BIOT-LoRA", "adapter": "lora", "Precision": "float32", "Model sha": "ijk901lmn234", "Architecture": "biot", "Weight type": "Adapter", "Average \u2b06\ufe0f": 43.8, "bcic2a_accuracy": 0.258, "physionet_accuracy": 0.281, "isruc_sleep_accuracy": 0.668, "tuab_accuracy": 0.795, "tuev_accuracy": 0.375, "chbmit_accuracy": 0.712, "faced_accuracy": 0.205, "seedv_accuracy": 0.255, "#Params (M)": 2.8, "embed_dim": 128, "trainable_params": 196608, "Available on the hub": true, "Upload To Hub Date": "2025-02-05", "Submission Date": "2025-02-04", "Base Model": "BIOT", "Hub License": "MIT", "Hub \u2764\ufe0f": 9 }, { "fullname": "braindecode/BIOT-OFT", "adapter": "oft", "Precision": "float32", "Model sha": "jkl012mno345", "Architecture": "biot", "Weight type": "Adapter", "Average \u2b06\ufe0f": 42.5, "bcic2a_accuracy": 0.248, "physionet_accuracy": 0.271, "isruc_sleep_accuracy": 0.652, "tuab_accuracy": 0.781, "tuev_accuracy": 0.362, "chbmit_accuracy": 0.698, "faced_accuracy": 0.198, "seedv_accuracy": 0.248, "#Params (M)": 1.9, "embed_dim": 128, "trainable_params": 131072, "Available on the hub": true, "Upload To Hub Date": "2025-02-06", "Submission Date": "2025-02-05", "Base Model": "BIOT", "Hub License": "MIT", "Hub \u2764\ufe0f": 6 }, { "fullname": "braindecode/BENDR-LoRA", "adapter": "lora", "Precision": "float32", "Model sha": "klm123nop456", "Architecture": "bendr", "Weight type": "Adapter", "Average \u2b06\ufe0f": 41.2, "bcic2a_accuracy": 0.242, "physionet_accuracy": 0.265, "isruc_sleep_accuracy": 0.638, "tuab_accuracy": 0.768, "tuev_accuracy": 0.348, "chbmit_accuracy": 0.685, "faced_accuracy": 0.192, "seedv_accuracy": 0.241, "#Params (M)": 4.2, "embed_dim": 512, "trainable_params": 393216, "Available on the hub": true, "Upload To Hub Date": "2025-02-08", "Submission Date": "2025-02-07", "Base Model": "BENDR", "Hub License": "BSD-3", "Hub \u2764\ufe0f": 7 }, { "fullname": "braindecode/BENDR-Probe", "adapter": "probe", "Precision": "float32", "Model sha": "lmn234opq567", "Architecture": "bendr", "Weight type": "Adapter", "Average \u2b06\ufe0f": 38.5, "bcic2a_accuracy": 0.225, "physionet_accuracy": 0.248, "isruc_sleep_accuracy": 0.612, "tuab_accuracy": 0.742, "tuev_accuracy": 0.328, "chbmit_accuracy": 0.655, "faced_accuracy": 0.178, "seedv_accuracy": 0.228, "#Params (M)": 0.5, "embed_dim": 512, "trainable_params": 32768, "Available on the hub": true, "Upload To Hub Date": "2025-02-09", "Submission Date": "2025-02-08", "Base Model": "BENDR", "Hub License": "BSD-3", "Hub \u2764\ufe0f": 4 }, { "fullname": "braindecode/SignalJEPA-LoRA", "adapter": "lora", "Precision": "float32", "Model sha": "mno345pqr678", "Architecture": "signal_jepa", "Weight type": "Adapter", "Average \u2b06\ufe0f": 50.8, "bcic2a_accuracy": 0.315, "physionet_accuracy": 0.338, "isruc_sleep_accuracy": 0.748, "tuab_accuracy": 0.855, "tuev_accuracy": 0.442, "chbmit_accuracy": 0.788, "faced_accuracy": 0.252, "seedv_accuracy": 0.308, "#Params (M)": 8.6, "embed_dim": 384, "trainable_params": 786432, "Available on the hub": true, "Upload To Hub Date": "2025-02-10", "Submission Date": "2025-02-09", "Base Model": "SignalJEPA", "Hub License": "Apache-2.0", "Hub \u2764\ufe0f": 25 }, { "fullname": "braindecode/SignalJEPA-DoRA", "adapter": "dora", "Precision": "float32", "Model sha": "nop456qrs789", "Architecture": "signal_jepa", "Weight type": "Adapter", "Average \u2b06\ufe0f": 52.1, "bcic2a_accuracy": 0.325, "physionet_accuracy": 0.348, "isruc_sleep_accuracy": 0.762, "tuab_accuracy": 0.868, "tuev_accuracy": 0.455, "chbmit_accuracy": 0.801, "faced_accuracy": 0.262, "seedv_accuracy": 0.318, "#Params (M)": 9.1, "embed_dim": 384, "trainable_params": 851968, "Available on the hub": true, "Upload To Hub Date": "2025-02-11", "Submission Date": "2025-02-10", "Base Model": "SignalJEPA", "Hub License": "Apache-2.0", "Hub \u2764\ufe0f": 28 }, { "fullname": "braindecode/CBraMod-LoRA", "adapter": "lora", "Precision": "float32", "Model sha": "opq567rst890", "Architecture": "cbramod", "Weight type": "Adapter", "Average \u2b06\ufe0f": 47.5, "bcic2a_accuracy": 0.288, "physionet_accuracy": 0.311, "isruc_sleep_accuracy": 0.715, "tuab_accuracy": 0.828, "tuev_accuracy": 0.411, "chbmit_accuracy": 0.755, "faced_accuracy": 0.231, "seedv_accuracy": 0.285, "#Params (M)": 6.3, "embed_dim": 256, "trainable_params": 524288, "Available on the hub": true, "Upload To Hub Date": "2025-02-12", "Submission Date": "2025-02-11", "Base Model": "CBraMod", "Hub License": "MIT", "Hub \u2764\ufe0f": 16 }, { "fullname": "braindecode/CBraMod-IA3", "adapter": "ia3", "Precision": "float32", "Model sha": "pqr678stu901", "Architecture": "cbramod", "Weight type": "Adapter", "Average \u2b06\ufe0f": 44.8, "bcic2a_accuracy": 0.268, "physionet_accuracy": 0.291, "isruc_sleep_accuracy": 0.685, "tuab_accuracy": 0.805, "tuev_accuracy": 0.388, "chbmit_accuracy": 0.725, "faced_accuracy": 0.215, "seedv_accuracy": 0.265, "#Params (M)": 1.2, "embed_dim": 256, "trainable_params": 98304, "Available on the hub": true, "Upload To Hub Date": "2025-02-13", "Submission Date": "2025-02-12", "Base Model": "CBraMod", "Hub License": "MIT", "Hub \u2764\ufe0f": 10 }, { "fullname": "braindecode/REVE-LoRA", "adapter": "lora", "Precision": "float32", "Model sha": "qrs789tuv012", "Architecture": "reve", "Weight type": "Adapter", "Average \u2b06\ufe0f": 46.2, "bcic2a_accuracy": 0.278, "physionet_accuracy": 0.301, "isruc_sleep_accuracy": 0.702, "tuab_accuracy": 0.818, "tuev_accuracy": 0.401, "chbmit_accuracy": 0.742, "faced_accuracy": 0.222, "seedv_accuracy": 0.275, "#Params (M)": 7.4, "embed_dim": 320, "trainable_params": 655360, "Available on the hub": true, "Upload To Hub Date": "2025-02-14", "Submission Date": "2025-02-13", "Base Model": "REVE", "Hub License": "MIT", "Hub \u2764\ufe0f": 11 }, { "fullname": "braindecode/REVE-FullFT", "adapter": "full_finetune", "Precision": "float32", "Model sha": "rst890uvw123", "Architecture": "reve", "Weight type": "Original", "Average \u2b06\ufe0f": 50.1, "bcic2a_accuracy": 0.308, "physionet_accuracy": 0.331, "isruc_sleep_accuracy": 0.745, "tuab_accuracy": 0.852, "tuev_accuracy": 0.438, "chbmit_accuracy": 0.785, "faced_accuracy": 0.248, "seedv_accuracy": 0.302, "#Params (M)": 24.8, "embed_dim": 320, "trainable_params": 24800000, "Available on the hub": true, "Upload To Hub Date": "2025-02-15", "Submission Date": "2025-02-14", "Base Model": "REVE", "Hub License": "MIT", "Hub \u2764\ufe0f": 19 }, { "fullname": "braindecode/LaBraM-OFT", "adapter": "oft", "Precision": "float32", "Model sha": "stu901vwx234", "Architecture": "labram", "Weight type": "Adapter", "Average \u2b06\ufe0f": 45.9, "bcic2a_accuracy": 0.272, "physionet_accuracy": 0.295, "isruc_sleep_accuracy": 0.689, "tuab_accuracy": 0.808, "tuev_accuracy": 0.392, "chbmit_accuracy": 0.732, "faced_accuracy": 0.218, "seedv_accuracy": 0.268, "#Params (M)": 2.1, "embed_dim": 200, "trainable_params": 163840, "Available on the hub": true, "Upload To Hub Date": "2025-01-20", "Submission Date": "2025-01-19", "Base Model": "LaBraM", "Hub License": "MIT", "Hub \u2764\ufe0f": 7 }, { "fullname": "braindecode/LaBraM-Probe", "adapter": "probe", "Precision": "float32", "Model sha": "tuv012wxy345", "Architecture": "labram", "Weight type": "Adapter", "Average \u2b06\ufe0f": 40.8, "bcic2a_accuracy": 0.238, "physionet_accuracy": 0.261, "isruc_sleep_accuracy": 0.628, "tuab_accuracy": 0.758, "tuev_accuracy": 0.342, "chbmit_accuracy": 0.672, "faced_accuracy": 0.188, "seedv_accuracy": 0.235, "#Params (M)": 0.4, "embed_dim": 200, "trainable_params": 16384, "Available on the hub": true, "Upload To Hub Date": "2025-01-21", "Submission Date": "2025-01-20", "Base Model": "LaBraM", "Hub License": "MIT", "Hub \u2764\ufe0f": 3 } ]