Update README.md

README.md

@@ -5,9 +5,13 @@ language:
 model-index:
 - name: TinyMyo
   results:
+
+  # -------------------------
+  # Hand Gesture Classification
+  # -------------------------
   - task:
       type: gesture-classification
-    dataset: 
+    dataset:
       type: ninapro_db5
       name: Ninapro DB5
     metrics:
@@ -15,6 +19,116 @@ model-index:
       type: acc@1
       value: 0.8941
       verified: false
+    - name: f1
+      type: f1
+      value: 0.7797
+      verified: false
+    - name: auroc
+      type: auroc
+      value: 0.9859
+      verified: false
+
+  - task:
+      type: gesture-classification
+    dataset:
+      type: epn612
+      name: EPN-612
+    metrics:
+    - name: acc@1
+      type: acc@1
+      value: 0.9674
+      verified: false
+    - name: f1
+      type: f1
+      value: 0.9674
+      verified: false
+    - name: auroc
+      type: auroc
+      value: 0.9970
+      verified: false
+
+  - task:
+      type: gesture-classification
+    dataset:
+      type: uci_emg
+      name: UCI-EMG
+    metrics:
+    - name: acc@1
+      type: acc@1
+      value: 0.9756
+      verified: false
+    - name: f1
+      type: f1
+      value: 0.9755
+      verified: false
+    - name: auroc
+      type: auroc
+      value: 0.9993
+      verified: false
+
+  # -------------------------
+  # Generic Neuromotor Interface (Meta RL)
+  # -------------------------
+  - task:
+      type: gesture-classification
+    dataset:
+      type: gni_meta_rl
+      name: Generic Neuromotor Interface (Discrete Gesture)
+    metrics:
+    - name: cler
+      type: classification-error-rate
+      value: 0.153
+      verified: false
+
+  # -------------------------
+  # Hand Kinematic Regression
+  # -------------------------
+  - task:
+      type: kinematic-regression
+    dataset:
+      type: ninapro_db8
+      name: Ninapro DB8
+    metrics:
+    - name: mae
+      type: mean-absolute-error
+      value: 8.77
+      verified: false
+    - name: rmse
+      type: root-mean-square-error
+      value: 13.35
+      verified: false
+    - name: r2
+      type: r2
+      value: 0.62
+      verified: false
+
+  # -------------------------
+  # Silent Speech Synthesis
+  # -------------------------
+  - task:
+      type: speech-synthesis
+    dataset:
+      type: gaddy_silent_speech
+      name: Gaddy Silent Speech (MFCC → Audio)
+    metrics:
+    - name: wer
+      type: word-error-rate
+      value: 0.3354
+      verified: false
+
+  # -------------------------
+  # Silent Speech Recognition
+  # -------------------------
+  - task:
+      type: speech-recognition
+    dataset:
+      type: gaddy_silent_speech
+      name: Gaddy Silent Speech (EMG → Text)
+    metrics:
+    - name: wer
+      type: word-error-rate
+      value: 0.3395
+      verified: false
 ---
 
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