IMAGES: 2509.16866v1

compath_viz.png

failure_step_dist_vs_L.png

fig_vary_noise_fixed_L_keys2_shuffle1.0.png

fig_vs_backtracking_fixed_L_shuffle1.0_noise0.0.png

fig_vs_shuffle_fixed_L_keys2_noise0.2.png

gemini-progress-ratio-vs-noise.png

goodexample4040.png

llama4_deepdive.png

maze_ablation_analysis.png

mistakev2.png

model_comparison_openai.png

progress_vs_progress.png

prompt_template.png

single_model_vs_steps_count_varied_noise_shuffle_Llama-4-Maverick-17B-128E-Instruct-FP8.png

x1.png