diff --git a/app/api/earthquake.py b/app/api/earthquake.py
index 4625375..dc4f879 100644
--- a/app/api/earthquake.py
+++ b/app/api/earthquake.py
@@ -6,7 +6,7 @@ from typing import List, Dict, Any, Optional
 
 from fastapi import APIRouter, HTTPException
 
-from app.schemas.api_schemas import EarthquakePredictRequest, PredictResponse, PredictionItem
+from app.schemas.api_schemas import EarthquakePredictRequest, PredictResponse, PredictData
 from app.utils.api_deps import get_earthquake_model, get_prediction_semaphore
 from app.repositories.dbn_repository import dbn_repository
 from app.config.paths import get_logger
@@ -121,4 +121,4 @@ async def predict_earthquake(req: EarthquakePredictRequest):
         except Exception as e:
             logger.error(f"保存推理结果失败: {e}", exc_info=True)
 
-    return PredictResponse(code=200, message="success", data=record_id)
+    return PredictResponse(code=200, message="success", data=PredictData(record_id=record_id, list=result_map))
diff --git a/app/api/rainfall.py b/app/api/rainfall.py
index 0414a9a..f94fbcb 100644
--- a/app/api/rainfall.py
+++ b/app/api/rainfall.py
@@ -7,7 +7,7 @@ from typing import List, Dict, Any, Optional
 
 from fastapi import APIRouter, HTTPException
 
-from app.schemas.api_schemas import RainfallPredictRequest, PredictResponse, PredictionItem, UpdateMonitoringTimeRequest
+from app.schemas.api_schemas import RainfallPredictRequest, PredictResponse, PredictData, UpdateMonitoringTimeRequest
 from app.utils.api_deps import get_rainfall_model, get_prediction_semaphore
 from app.repositories.dbn_repository import dbn_repository
 from app.core.rainfall_manager import rainfall_manager
@@ -156,4 +156,4 @@ async def predict_rainfall(req: RainfallPredictRequest):
         except Exception as e:
             logger.error(f"保存推理结果失败: {e}", exc_info=True)
 
-    return PredictResponse(code=200, message="success", data=record_id)
+    return PredictResponse(code=200, message="success", data=PredictData(record_id=record_id, list=result_map))
diff --git a/app/schemas/api_schemas.py b/app/schemas/api_schemas.py
index ad9feac..4ea9e87 100644
--- a/app/schemas/api_schemas.py
+++ b/app/schemas/api_schemas.py
@@ -2,7 +2,7 @@
 API 请求/响应数据模型
 """
 from datetime import datetime
-from typing import List, Optional
+from typing import List, Optional, Dict
 from pydantic import BaseModel, Field
 
 
@@ -47,19 +47,17 @@ class EarthquakePredictRequest(BaseModel):
 # 通用响应
 # ============================================================
 
-class PredictionItem(BaseModel):
-    """单个点位预测结果"""
-    id: int = Field(..., description="点位ID")
-    type: str = Field(..., description="类型: 隐患点 / 风险点")
-    probability: float = Field(..., description="最大灾害概率")
-    level: str = Field(..., description="灾害等级: 低/中/较高/高")
+class PredictData(BaseModel):
+    """预测数据"""
+    record_id: Optional[int] = Field(None, description="推理结果记录ID")
+    list: Dict[str, float] = Field(default_factory=dict, description="预测结果列表")
 
 
 class PredictResponse(BaseModel):
     """预测响应"""
     code: int = Field(200, description="状态码")
     message: str = Field("success", description="提示信息")
-    data: Optional[int] = Field(None, description="推理结果记录ID")
+    data: Optional[PredictData] = Field(None, description="预测数据")
 
 
 class UpdateMonitoringTimeRequest(BaseModel):