Update README.md
Browse files
README.md
CHANGED
|
@@ -92,3 +92,18 @@ Below you can find a comparison with other GLiClass models:
|
|
| 92 |
| **AVERAGE:** | 0.5344 | 0.5790 | 0.5129 | 0.5447 |
|
| 93 |
|
| 94 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 92 |
| **AVERAGE:** | 0.5344 | 0.5790 | 0.5129 | 0.5447 |
|
| 93 |
|
| 94 |
|
| 95 |
+
Here you can see how the performance of the model grows providing more examples:
|
| 96 |
+
| Model | Num Examples | sst5 | ag_news | emotion | **AVERAGE:** |
|
| 97 |
+
|------------------------------------|------------------|--------|---------|--------------|----------|
|
| 98 |
+
| gliclass-modern-large-v2.0-init | 0 | 0.1123 | 0.6933 | 0.3746 | 0.3934 |
|
| 99 |
+
| gliclass-modern-large-v2.0-init | 8 | 0.5098 | 0.8339 | 0.5010 | 0.6149 |
|
| 100 |
+
| gliclass-modern-large-v2.0-init | Weak Supervision | 0.0951 | 0.6478 | 0.4520 | 0.3983 |
|
| 101 |
+
| gliclass-modern-base-v2.0-init | 0 | 0.1972 | 0.6050 | 0.2474 | 0.3499 |
|
| 102 |
+
| gliclass-modern-base-v2.0-init | 8 | 0.3604 | 0.7481 | 0.4420 | 0.5168 |
|
| 103 |
+
| gliclass-modern-base-v2.0-init | Weak Supervision | 0.1599 | 0.5713 | 0.3216 | 0.3509 |
|
| 104 |
+
| gliclass-large-v1.0-init | 0 | 0.1639 | 0.7069 | 0.3840 | 0.4183 |
|
| 105 |
+
| gliclass-large-v1.0-init | 8 | 0.4226 | 0.8415 | 0.4886 | 0.5842 |
|
| 106 |
+
| gliclass-large-v1.0-init | Weak Supervision | 0.1689 | 0.7051 | 0.4586 | 0.4442 |
|
| 107 |
+
| gliclass-base-v1.0-init | 0 | 0.2048 | 0.5614 | 0.2865 | 0.3509 |
|
| 108 |
+
| gliclass-base-v1.0-init | 8 | 0.2007 | 0.8359 | 0.4856 | 0.5074 |
|
| 109 |
+
| gliclass-base-v1.0-init | Weak Supervision | 0.0681 | 0.6627 | 0.3066 | 0.3458 |
|