diff --git a/egs/librispeech/ASR/README.md b/egs/librispeech/ASR/README.md
index f8e3e710a..9ffd78d5b 100644
--- a/egs/librispeech/ASR/README.md
+++ b/egs/librispeech/ASR/README.md
@@ -26,7 +26,6 @@ The following table lists the differences among them.
 | `pruned_transducer_stateless7_ctc`    | Zipformer | Embedding + Conv1d | Same as pruned_transducer_stateless7, but with extra CTC head|
 | `pruned_transducer_stateless7_ctc_bs` | Zipformer | Embedding + Conv1d | pruned_transducer_stateless7_ctc + blank skip |
 | `pruned_transducer_stateless7_streaming` | Streaming Zipformer | Embedding + Conv1d | streaming version of pruned_transducer_stateless7 |
-| `pruned_transducer_stateless7_streaming_multi` | Streaming Zipformer | Embedding + Conv1d | same as pruned_transducer_stateless7_streaming, trained on LibriSpeech + GigaSpeech  |
 | `pruned_transducer_stateless8`        | Zipformer | Embedding + Conv1d | Same as pruned_transducer_stateless7, but using extra data from GigaSpeech|
 | `pruned_stateless_emformer_rnnt2`     | Emformer(from torchaudio) | Embedding + Conv1d | Using Emformer from torchaudio for streaming ASR|
 | `conv_emformer_transducer_stateless`  | ConvEmformer | Embedding + Conv1d | Using ConvEmformer for streaming ASR + mechanisms in reworked model |
@@ -34,7 +33,6 @@ The following table lists the differences among them.
 | `lstm_transducer_stateless`           | LSTM | Embedding + Conv1d | Using LSTM with mechanisms in reworked model |
 | `lstm_transducer_stateless2`          | LSTM | Embedding + Conv1d | Using LSTM with mechanisms in reworked model + gigaspeech (multi-dataset setup) |
 | `lstm_transducer_stateless3`          | LSTM | Embedding + Conv1d | Using LSTM with mechanisms in reworked model + gradient filter + delay penalty |
-| `zipformer`                           | Upgraded Zipformer | Embedding + Conv1d | The latest recipe |
 
 The decoder in `transducer_stateless` is modified from the paper
 [Rnn-Transducer with Stateless Prediction Network](https://ieeexplore.ieee.org/document/9054419/).
@@ -47,7 +45,6 @@ We place an additional Conv1d layer right after the input embedding layer.
 | `conformer-ctc`              | Conformer          | Use auxiliary attention head |
 | `conformer-ctc2`             | Reworked Conformer | Use auxiliary attention head |
 | `conformer-ctc3`             | Reworked Conformer | Streaming version + delay penalty |
-| `zipformer-ctc`              | Zipformer          | Use auxiliary attention head |
 
 # MMI