diff --git a/packages/neuron-wallet/src/block-sync-renderer/sync/light-synchronizer.ts b/packages/neuron-wallet/src/block-sync-renderer/sync/light-synchronizer.ts
index aafa963859..2f7829c674 100644
--- a/packages/neuron-wallet/src/block-sync-renderer/sync/light-synchronizer.ts
+++ b/packages/neuron-wallet/src/block-sync-renderer/sync/light-synchronizer.ts
@@ -236,8 +236,8 @@ export default class LightSynchronizer extends Synchronizer {
     const deleteScript = retainedSyncScripts.filter(v => !allScriptHashes.has(scriptToHash(v.script)))
     await this.lightRpc.setScripts(deleteScript, 'delete')
     const walletIds = [...new Set(this.addressMetas.map(v => v.walletId))]
-    await SyncProgressService.initSyncProgress(addScripts)
     await SyncProgressService.updateSyncProgressFlag(walletIds)
+    await SyncProgressService.initSyncProgress(addScripts)
   }
 
   private async initMultisigSyncProgress() {
@@ -345,16 +345,16 @@ export default class LightSynchronizer extends Synchronizer {
   }
 
   async processTxsInNextBlockNumber() {
-    const [nextBlockNumber, txHashesInNextBlock] = await this.getTxHashesWithNextUnprocessedBlockNumber()
-    const minSyncBlockNumber = await SyncProgressService.getCurrentWalletMinSyncedBlockNumber(
-      this.syncMultisig ? SyncAddressType.Multisig : undefined
-    )
+    const [nextBlockNumber, txHashesInNextBlock, walletIds] = await this.getTxHashesWithNextUnprocessedBlockNumber()
+    const minSyncBlockNumber = this.syncMultisig
+      ? await SyncProgressService.getCurrentWalletMinSyncedBlockNumber(SyncAddressType.Multisig)
+      : await SyncProgressService.getMinSyncedBlockNumberInWallets(walletIds)
     if (
       nextBlockNumber !== undefined &&
       txHashesInNextBlock.length &&
       // For light client, if tx hash has been called with fetch_transaction, the tx can not return by get_transactions
       // So before derived address synced to bigger than next synced block number, do not sync the next block number
-      minSyncBlockNumber >= parseInt(nextBlockNumber) &&
+      (minSyncBlockNumber === undefined || minSyncBlockNumber >= parseInt(nextBlockNumber)) &&
       // check whether the tx is sync from light client, after split the light client and full DB file, this check will remove
       (await this.checkTxExist(txHashesInNextBlock))
     ) {
diff --git a/packages/neuron-wallet/src/block-sync-renderer/sync/synchronizer.ts b/packages/neuron-wallet/src/block-sync-renderer/sync/synchronizer.ts
index ff9c576f8c..e3b58c0eb7 100644
--- a/packages/neuron-wallet/src/block-sync-renderer/sync/synchronizer.ts
+++ b/packages/neuron-wallet/src/block-sync-renderer/sync/synchronizer.ts
@@ -69,7 +69,7 @@ export abstract class Synchronizer {
     await this.processNextBlockNumberQueue?.drain()
   }
 
-  protected async getTxHashesWithNextUnprocessedBlockNumber(): Promise<[string | undefined, string[]]> {
+  protected async getTxHashesWithNextUnprocessedBlockNumber(): Promise<[string | undefined, string[], string[]]> {
     const txHashCachesByNextBlockNumberAndAddress = await Promise.all(
       [...this.addressesByWalletId.keys()].map(async walletId =>
         IndexerCacheService.nextUnprocessedTxsGroupedByBlockNumber(walletId)
@@ -87,12 +87,15 @@ export abstract class Synchronizer {
     const nextUnprocessedBlockNumber = [...groupedTxHashCaches.keys()].sort((a, b) => parseInt(a) - parseInt(b)).shift()
 
     if (!nextUnprocessedBlockNumber) {
-      return [undefined, []]
+      return [undefined, [], []]
     }
 
     const txHashCachesInNextUnprocessedBlockNumber = groupedTxHashCaches.get(nextUnprocessedBlockNumber)
-
-    return [nextUnprocessedBlockNumber, txHashCachesInNextUnprocessedBlockNumber!.map(({ txHash }) => txHash)]
+    return [
+      nextUnprocessedBlockNumber,
+      txHashCachesInNextUnprocessedBlockNumber!.map(({ txHash }) => txHash),
+      [...new Set(txHashCachesInNextUnprocessedBlockNumber!.map(({ walletId }) => walletId))],
+    ]
   }
 
   protected async notifyAndSyncNext(indexerTipNumber: number) {
diff --git a/packages/neuron-wallet/src/services/sync-progress.ts b/packages/neuron-wallet/src/services/sync-progress.ts
index 0d5060ec1b..67de4b1d9c 100644
--- a/packages/neuron-wallet/src/services/sync-progress.ts
+++ b/packages/neuron-wallet/src/services/sync-progress.ts
@@ -19,6 +19,9 @@ export default class SyncProgressService {
       .getRepository(SyncProgress)
       .find({
         select: ['hash'],
+        where: {
+          delete: false,
+        },
       })
     const existHashes = new Set(existProgresses.map(v => v.hash))
     const newSyncProgreses = syncProgresses.filter(v => !existHashes.has(v.hash))
@@ -101,6 +104,20 @@ export default class SyncProgressService {
     return item?.syncedBlockNumber || 0
   }
 
+  static async getMinSyncedBlockNumberInWallets(walletIds: string[]) {
+    const item = await getConnection()
+      .getRepository(SyncProgress)
+      .createQueryBuilder()
+      .where({
+        delete: false,
+        addressType: SyncAddressType.Default,
+        walletId: In(walletIds),
+      })
+      .orderBy('syncedBlockNumber', 'ASC')
+      .getOne()
+    return item?.syncedBlockNumber
+  }
+
   static async getWalletMinLocalSavedBlockNumber() {
     const items = await getConnection()
       .getRepository(SyncProgress)
diff --git a/packages/neuron-wallet/tests/block-sync-renderer/synchronizer.test.ts b/packages/neuron-wallet/tests/block-sync-renderer/synchronizer.test.ts
index fc51c62735..dad25e6599 100644
--- a/packages/neuron-wallet/tests/block-sync-renderer/synchronizer.test.ts
+++ b/packages/neuron-wallet/tests/block-sync-renderer/synchronizer.test.ts
@@ -142,7 +142,7 @@ describe('unit tests for IndexerConnector', () => {
       stubbedNextUnprocessedTxsGroupedByBlockNumberFn.mockResolvedValue([])
       // @ts-ignore private method
       const result = await synchronizer.getTxHashesWithNextUnprocessedBlockNumber()
-      expect(result).toStrictEqual([undefined, []])
+      expect(result).toStrictEqual([undefined, [], []])
     })
     it('get cached tx and sort by block number', async () => {
       stubbedNextUnprocessedTxsGroupedByBlockNumberFn.mockImplementation(walletId =>
@@ -166,7 +166,7 @@ describe('unit tests for IndexerConnector', () => {
       )
       // @ts-ignore private method
       const result = await synchronizer.getTxHashesWithNextUnprocessedBlockNumber()
-      expect(result).toStrictEqual(['2', ['hash2']])
+      expect(result).toStrictEqual(['2', ['hash2'], [walletId2]])
     })
   })