not-lain commited on
Commit
3edb1a3
·
verified ·
1 Parent(s): 2ca1442

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +2 -93
README.md CHANGED
@@ -113,99 +113,8 @@ S-measure (`S_α`), prompt-free, higher is better. Both columns come from one sc
113
  identical rows, so the difference isolates the weights — the SAM 3 numbers are a fresh rescore, not
114
  values copied from a paper. Changes below 0.002 `S_α` are treated as measurement noise.
115
 
116
- <table>
117
- <thead>
118
- <tr>
119
- <th>Split</th>
120
- <th style="text-align: right;">SAM 3</th>
121
- <th style="text-align: right;">MultiMatte</th>
122
- <th style="text-align: right;">Δ</th>
123
- </tr>
124
- </thead>
125
- <tbody>
126
- <tr>
127
- <td colspan="4"><strong>Dichotomous (DIS5K)</strong></td>
128
- </tr>
129
- <tr>
130
- <td>DIS-VD</td>
131
- <td style="text-align: right;">0.667</td>
132
- <td style="text-align: right;"><strong>0.901</strong></td>
133
- <td style="text-align: right;">+0.233</td>
134
- </tr>
135
- <tr>
136
- <td>DIS-TE1</td>
137
- <td style="text-align: right;">0.667</td>
138
- <td style="text-align: right;"><strong>0.901</strong></td>
139
- <td style="text-align: right;">+0.234</td>
140
- </tr>
141
- <tr>
142
- <td>DIS-TE2</td>
143
- <td style="text-align: right;">0.703</td>
144
- <td style="text-align: right;"><strong>0.923</strong></td>
145
- <td style="text-align: right;">+0.220</td>
146
- </tr>
147
- <tr>
148
- <td>DIS-TE3</td>
149
- <td style="text-align: right;">0.685</td>
150
- <td style="text-align: right;"><strong>0.921</strong></td>
151
- <td style="text-align: right;">+0.236</td>
152
- </tr>
153
- <tr>
154
- <td>DIS-TE4</td>
155
- <td style="text-align: right;">0.649</td>
156
- <td style="text-align: right;"><strong>0.893</strong></td>
157
- <td style="text-align: right;">+0.245</td>
158
- </tr>
159
- <tr>
160
- <td colspan="4"><strong>Salient objects</strong></td>
161
- </tr>
162
- <tr>
163
- <td>DAVIS-S †</td>
164
- <td style="text-align: right;">0.913</td>
165
- <td style="text-align: right;"><strong>0.979</strong></td>
166
- <td style="text-align: right;">+0.066</td>
167
- </tr>
168
- <tr>
169
- <td>HRSOD-TE</td>
170
- <td style="text-align: right;">0.930</td>
171
- <td style="text-align: right;"><strong>0.969</strong></td>
172
- <td style="text-align: right;">+0.039</td>
173
- </tr>
174
- <tr>
175
- <td>UHRSD-TE</td>
176
- <td style="text-align: right;">0.877</td>
177
- <td style="text-align: right;"><strong>0.961</strong></td>
178
- <td style="text-align: right;">+0.084</td>
179
- </tr>
180
- <tr>
181
- <td>DUTS-TE</td>
182
- <td style="text-align: right;">0.892</td>
183
- <td style="text-align: right;"><strong>0.954</strong></td>
184
- <td style="text-align: right;">+0.062</td>
185
- </tr>
186
- <tr>
187
- <td>DUT-OMRON †</td>
188
- <td style="text-align: right;">0.792</td>
189
- <td style="text-align: right;"><strong>0.901</strong></td>
190
- <td style="text-align: right;">+0.109</td>
191
- </tr>
192
- <tr>
193
- <td colspan="4"><strong>Camouflage</strong></td>
194
- </tr>
195
- <tr>
196
- <td>COD10K-TE</td>
197
- <td style="text-align: right;">0.787</td>
198
- <td style="text-align: right;"><strong>0.934</strong></td>
199
- <td style="text-align: right;">+0.148</td>
200
- </tr>
201
- <tr>
202
- <td>CAMO-TE</td>
203
- <td style="text-align: right;">0.827</td>
204
- <td style="text-align: right;"><strong>0.914</strong></td>
205
- <td style="text-align: right;">+0.086</td>
206
- </tr>
207
- </tbody>
208
- </table>
209
 
210
  † No sibling in the training mix. DAVIS-S and DUT-OMRON are the two fully cross-domain splits here,
211
  so they are the pair to read for generalization — and MultiMatte's best absolute score lands on
 
113
  identical rows, so the difference isolates the weights — the SAM 3 numbers are a fresh rescore, not
114
  values copied from a paper. Changes below 0.002 `S_α` are treated as measurement noise.
115
 
116
+
117
+ <img width="33%" src="https://cdn-uploads.huggingface.co/production/uploads/6527e89a8808d80ccff88b7a/x93Ond7tAw8aoLYkucUQn.png"/>
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
118
 
119
  † No sibling in the training mix. DAVIS-S and DUT-OMRON are the two fully cross-domain splits here,
120
  so they are the pair to read for generalization — and MultiMatte's best absolute score lands on