Update README.md

README.md

@@ -7,7 +7,21 @@ sdk: static
 pinned: false
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-[**pyannote.audio**](https://github.com/pyannote/pyannote-audio) is an open-source toolkit for speaker diarization.  
+[**pyannote.audio**](https://github.com/pyannote/pyannote-audio) is an open-source toolkit for speaker diarization.
+
+Pretrained pipelines reach state-of-the-art performance on most academic benchmarks and are used [in production by dozens of companies](https://herve.niderb.fr/consulting.html).
+
+| Benchmark             | v1.1 | v2.0 | [v2.1](https://hf.co/pyannote/speaker-diarization-2.1) | [v3.0](https://hf.co/pyannote/speaker-diarization-3.0) |  <a href="mailto:herve-at-niderb-dot-fr?subject=Premium pyannote.audio pipeline&body=Looks like I got your attention! Drop me an email for more details. Hervé.">Premium</a>  |
+| ---------------------- | ---- | ---- | ------ | ------ | --------- |
+| AISHELL-4              | -    | 14.6 |  14.1  |  12.3  | 12.3      |
+| AliMeeting (channel 1) | -    | -    |  27.4  |  24.3  | 19.4      |
+| AMI (IHM)              | 29.7 | 18.2 |  18.9  |  19.0  | 16.7      |
+| AMI (SDM)              | -    | 29.0 |  27.1  |  22.2  | 20.1      |
+| AVA-AVD                | -    | -    |  -     |  49.1  | 42.7      |
+| DIHARD 3 (full)        | 29.2 | 21.0 |  26.9  |  21.7  | 17.0      |
+| MSDWild                | -    | -    |  -     |  24.6  | 20.4      |
+| REPERE (phase2)        | -    | 12.6 |   8.2  |   7.8  |  7.8      |
+| VoxConverse (v0.3)     | 21.5 | 12.6 |  11.2  |  11.3  |  9.5      |
+[Diarization error rate](http://pyannote.github.io/pyannote-metrics/reference.html#diarization) (in %)
 
-I propose (paid) scientific [consulting services](https://herve.niderb.fr/consulting.html) to companies willing to make the most of their data and open-source speech processing toolkits (and `pyannote` in particular).