Prompt: Point a line flattens on a graph
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How models perform on this prompt
Arcee.ai Spotlight
Model answer: 4
Claude 3.5 Haiku
Model answer: 4
Claude 3.7 Sonnet
Model answer: Based on the graph, the dark purple line (mAP) starts to flatten out at epoch 4. This is where the steep upward trend levels off and the line becomes relatively horizontal for the remaining epochs.
Claude 4 Opus
Model answer: Looking at the mAP curve (dark purple line), it shows a sharp increase from around epoch 2 to epoch 4, and then starts to flatten out significantly after epoch 4. The curve reaches approximately 0.96-0.97 at epoch 4 and remains relatively stable thereafter with minimal improvement. 4
Claude 4 Sonnet
Model answer: Looking at the dark purple mAP line, it shows steep increases from epochs 2-4, reaching around 0.96 by epoch 4, and then remains relatively flat with minimal changes from epoch 4 onwards. 4
Claude 4.1 Opus
Model answer: Looking at the mAP curve (dark purple line), it shows rapid improvement until around epoch 3-4, after which it begins to flatten out and plateau with minimal further improvement. 4
GPT-5
Model answer: 4
GPT-5 Mini
Model answer: 4
GPT-5 Nano
Model answer: 4
Gemini 1.5 Flash
Model answer: 4
Gemini 1.5 Pro
Model answer: 4
Gemini 2.0 Flash
Model answer: 4
Gemini 2.0 Flash Lite
Model answer: 4
Gemini 2.5 Flash
Model answer: 4
Gemini 2.5 Flash Lite
Model answer: 4
Gemma 3 27b
Model answer: 4
Llama 4 Scout 17B
Model answer: To determine at what epoch the line starts to flatten out, we need to analyze the graph provided. The graph shows two lines representing mAP and mAP@50:95 over epochs. ## Step 1: Identify the Lines The line of interest for this question appears to be the mAP line, which is represented in a darker shade of purple. ## 2: Analyze the mAP Line Trend Looking at the mAP line, it shows a significant increase from epoch 0 to around epoch 3, then it plateaus and remains relatively constant from epoch 4 onwards. ## 3: Determine the Epoch of Flattening The line starts to flatten out and becomes nearly horizontal after epoch 4. This indicates that the model performance, in terms of mAP, stops improving significantly after this point. ## 4: Conclusion Based on the visual inspection of the graph, the epoch at which the line starts to flatten out is around 4. The final answer is: $\boxed{4}$
Mistral Small 3.1 24B
Model answer: The line flattens out around epoch 4.
OpenAI O3 (Medium Reasoning)
Model answer: 4
OpenAI O4 Mini (High Reasoning)
Model answer: 4
OpenAI O4 Mini (Medium Reasoning)
Model answer: 4
OpenAI o3-pro
Model answer: 4
Qwen 2.5 VL 7B
Model answer: 4
ChatGPT-4o (High Reasoning)
Model answer: 3
ChatGPT-4o (Medium Reasoning)
Model answer: 3
Cohere Aya Vision 32B
Model answer: 99
Cohere Aya Vision 8B
Model answer: The line starts to flatten out at epoch 99.
GPT-4.1
Model answer: 3
GPT-4.1 Mini
Model answer: 3
GPT-4.1 Nano
Model answer: 99
GPT-5 (high reasoning)
Model answer: 5
GPT-5 with High Reasoning
Model answer: 5
Gemini 2.5 Pro
Model answer: 3
Gemma 3 4B
Model answer: 5
Llama 4 Maverick 17B
Model answer: 6
Mistral Medium 3
Model answer: 3.
OpenAI O1
Model answer: 3
OpenAI O3 (High Reasoning)
Model answer: 5
Phi 4 Multimodal
Model answer: 3