update data.csv to include column name.

app.py

@@ -631,11 +631,11 @@ COLUMNS = [
 
 def parse_csv(text):
     lines = text.split('\n')
+    lines = lines[1:]
     result = []
     for i in range(len(lines)):
-        row = lines[i].split(',')[:15]
+        row = lines[i].split(',')
         row = [parse_value(value) for value in row]
-        row.insert(0, i)
         overall_acc = row.pop(4)
         row.insert(1, overall_acc)
         row.pop(5)
@@ -646,14 +646,16 @@ def parse_csv(text):
 def parse_value(value):
     if value.endswith('%'):
         return float(value[:-1])
-    return value
+    try:
+        return int(value)
+    except:
+        return value
 
 
 with open('./data.csv', 'r') as file:
     csv_text = file.read()
     DATA = parse_csv(csv_text)
 
-
 MODELS = [
     "gorilla-openfunctions-v2",
     "gpt-4-1106-preview-fc",

data.csv

@@ -1,22 +1,22 @@
-GPT-4-1106-Preview (FC),OpenAI,Proprietary,84.28%,86.06%,65.53%,80.73%,88.50%,90.50%,84.50%,74.12%,70.00%,68.00%,50.00%,88.75%
-GPT-4-0125-Preview (FC),OpenAI,Proprietary,84.16%,85.61%,67.24%,81.45%,89.00%,88.50%,83.50%,72.94%,78.00%,68.00%,50.00%,87.50%
-Gorilla-OpenFunctions-v2 (FC),Gorilla LLM,Apache 2.0,84.16%,84.33%,72.72%,87.82%,89.00%,82.50%,78.00%,85.88%,82.00%,68.00%,55.00%,71.67%
-Claude-3-Opus-20240229 (Prompt),Anthropic,Proprietary,83.67%,79.82%,73.73%,85.27%,83.00%,79.00%,72.00%,89.41%,80.00%,68.00%,57.50%,84.58%
-Mistral-Medium-2312 (Prompt),Mistral AI,Proprietary,81.75%,78.67%,66.93%,80.18%,84.50%,76.50%,73.50%,84.71%,76.00%,62.00%,45.00%,90.00%
-Claude-3-Sonnet-20240229 (Prompt),Anthropic,Proprietary,80.30%,84.91%,76.15%,85.64%,87.50%,83.50%,83.00%,90.59%,82.00%,72.00%,60.00%,41.25%
-GPT-3.5-Turbo-0125 (FC),OpenAI,Proprietary,80.30%,81.55%,69.43%,80.18%,84.50%,82.50%,79.00%,84.71%,80.00%,68.00%,45.00%,68.33%
-Functionary-Small (FC),MeetKai,N/A,79.07%,82.31%,64.40%,75.75%,89.50%,82.50%,81.50%,64.12%,78.00%,68.00%,47.50%,78.33%
-Functionary-Medium-v2.2 (FC),MeetKai,N/A,79.03%,82.25%,61.97%,76.00%,90.00%,85.00%,77.99%,65.88%,62.00%,70.00%,50.00%,79.17%
-Claude-2.1 (Prompt),Anthropic,Proprietary,77.41%,76.53%,53.93%,85.64%,83.00%,77.00%,60.50%,68.23%,48.00%,52.00%,47.50%,78.33%
-Mistral-tiny-2312 (Prompt),Mistral AI,Proprietary,61.75%,55.28%,53.42%,59.64%,62.50%,56.00%,43.00%,71.17%,74.00%,36.00%,32.50%,77.08%
-Claude-instant-1.2 (Prompt),Anthropic,Proprietary,61.02%,57.06%,49.88%,68.73%,59.00%,56.50%,44.00%,60.00%,52.00%,50.00%,37.50%,61.67%
-Mistral-small-2312 (Prompt),Mistral AI,Proprietary,56.87%,57.01%,36.18%,46.55%,68.00%,50.50%,63.00%,34.71%,32.00%,38.00%,40.00%,89.58%
-Mistral-large-2402 (FC),Mistral AI,Proprietary,56.81%,40.58%,38.49%,71.82%,90.50%,0.00%,0.00%,72.94%,76.00%,0.00%,5.00%,84.58%
-Nexusflow-Raven-v2 (FC),Nexusflow,Apache 2.0,55.90%,58.01%,63.67%,76.55%,83.50%,39.50%,32.50%,61.18%,84.00%,62.00%,47.50%,0.00%
-FireFunction-v1 (FC),Fireworks,Apache 2.0,55.87%,40.05%,37.31%,73.19%,87.00%,0.00%,0.00%,68.23%,76.00%,0.00%,5.00%,81.25%
-Gemini-1.0-Pro (FC),Google,Proprietary,55.68%,42.18%,29.30%,79.71%,89.00%,0.00%,0.00%,51.19%,66.00%,0.00%,0.00%,78.30%
-GPT-4-0613 (FC),OpenAI,Proprietary,54.52%,40.14%,27.12%,74.55%,86.00%,0.00%,0.00%,50.00%,56.00%,0.00%,2.50%,87.08%
-Deepseek-v1.5 (Prompt),Deepseek,Deepseek License,45.96%,48.59%,8.55%,48.36%,61.00%,37.50%,47.50%,24.70%,2.00%,0.00%,7.50%,66.25%
-Gemma,Google,gemma-terms-of-use,44.40%,48.61%,40.43%,61.45%,60.00%,41.00%,32.00%,44.71%,48.00%,44.00%,25.00%,0.42%
-Gorilla-OpenFunctions-v0 (FC),Gorilla LLM,Apache 2.0,33.37%,29.88%,24.06%,60.00%,56.00%,0.00%,3.50%,38.24%,58.00%,0.00%,0.00%,4.58%
-Glaive-v1 (FC),Glaive,cc-by-sa-4.0,24.58%,15.14%,14.92%,34.55%,26.00%,0.00%,0.00%,21.18%,36.00%,0.00%,2.50%,46.25%
+Rank,Overall Acc,Model,Organization,License,AST Summary,Exec Summary,Simple Function AST,Multiple Functions AST,Parallel Functions AST,Parallel Multiple AST,Simple Function Exec,Multiple Functions Exec,Parallel Functions Exec,Parallel Multiple Exec,Relevance Detection
+1,GPT-4-0125-Preview (FC),OpenAI,Proprietary,84.16%,85.61%,67.24%,81.45%,89.00%,88.50%,83.50%,72.94%,78.00%,68.00%,50.00%,87.50%
+2,Gorilla-OpenFunctions-v2 (FC),Gorilla LLM,Apache 2.0,84.16%,84.33%,72.72%,87.82%,89.00%,82.50%,78.00%,85.88%,82.00%,68.00%,55.00%,71.67%
+3,Claude-3-Opus-20240229 (Prompt),Anthropic,Proprietary,83.67%,79.82%,73.73%,85.27%,83.00%,79.00%,72.00%,89.41%,80.00%,68.00%,57.50%,84.58%
+4,Mistral-Medium-2312 (Prompt),Mistral AI,Proprietary,81.75%,78.67%,66.93%,80.18%,84.50%,76.50%,73.50%,84.71%,76.00%,62.00%,45.00%,90.00%
+5,Claude-3-Sonnet-20240229 (Prompt),Anthropic,Proprietary,80.30%,84.91%,76.15%,85.64%,87.50%,83.50%,83.00%,90.59%,82.00%,72.00%,60.00%,41.25%
+6,GPT-3.5-Turbo-0125 (FC),OpenAI,Proprietary,80.30%,81.55%,69.43%,80.18%,84.50%,82.50%,79.00%,84.71%,80.00%,68.00%,45.00%,68.33%
+7,Functionary-Small (FC),MeetKai,N/A,79.07%,82.31%,64.40%,75.75%,89.50%,82.50%,81.50%,64.12%,78.00%,68.00%,47.50%,78.33%
+8,Functionary-Medium-v2.2 (FC),MeetKai,N/A,79.03%,82.25%,61.97%,76.00%,90.00%,85.00%,77.99%,65.88%,62.00%,70.00%,50.00%,79.17%
+9,Claude-2.1 (Prompt),Anthropic,Proprietary,77.41%,76.53%,53.93%,85.64%,83.00%,77.00%,60.50%,68.23%,48.00%,52.00%,47.50%,78.33%
+10,Mistral-tiny-2312 (Prompt),Mistral AI,Proprietary,61.75%,55.28%,53.42%,59.64%,62.50%,56.00%,43.00%,71.17%,74.00%,36.00%,32.50%,77.08%
+11,Claude-instant-1.2 (Prompt),Anthropic,Proprietary,61.02%,57.06%,49.88%,68.73%,59.00%,56.50%,44.00%,60.00%,52.00%,50.00%,37.50%,61.67%
+12,Mistral-small-2312 (Prompt),Mistral AI,Proprietary,56.87%,57.01%,36.18%,46.55%,68.00%,50.50%,63.00%,34.71%,32.00%,38.00%,40.00%,89.58%
+13,Mistral-large-2402 (FC),Mistral AI,Proprietary,56.81%,40.58%,38.49%,71.82%,90.50%,0.00%,0.00%,72.94%,76.00%,0.00%,5.00%,84.58%
+14,Nexusflow-Raven-v2 (FC),Nexusflow,Apache 2.0,55.90%,58.01%,63.67%,76.55%,83.50%,39.50%,32.50%,61.18%,84.00%,62.00%,47.50%,0.00%
+15,FireFunction-v1 (FC),Fireworks,Apache 2.0,55.87%,40.05%,37.31%,73.19%,87.00%,0.00%,0.00%,68.23%,76.00%,0.00%,5.00%,81.25%
+16,Gemini-1.0-Pro (FC),Google,Proprietary,55.68%,42.18%,29.30%,79.71%,89.00%,0.00%,0.00%,51.19%,66.00%,0.00%,0.00%,78.30%
+17,GPT-4-0613 (FC),OpenAI,Proprietary,54.52%,40.14%,27.12%,74.55%,86.00%,0.00%,0.00%,50.00%,56.00%,0.00%,2.50%,87.08%
+18,Deepseek-v1.5 (Prompt),Deepseek,Deepseek License,45.96%,48.59%,8.55%,48.36%,61.00%,37.50%,47.50%,24.70%,2.00%,0.00%,7.50%,66.25%
+19,Gemma,Google,gemma-terms-of-use,44.40%,48.61%,40.43%,61.45%,60.00%,41.00%,32.00%,44.71%,48.00%,44.00%,25.00%,0.42%
+20,Gorilla-OpenFunctions-v0 (FC),Gorilla LLM,Apache 2.0,33.37%,29.88%,24.06%,60.00%,56.00%,0.00%,3.50%,38.24%,58.00%,0.00%,0.00%,4.58%
+21,Glaive-v1 (FC),Glaive,cc-by-sa-4.0,24.58%,15.14%,14.92%,34.55%,26.00%,0.00%,0.00%,21.18%,36.00%,0.00%,2.50%,46.25%