diff --git a/.gitattributes b/.gitattributes
index f5c6761c08b265abd125d02833c1bdcb177d92a4..31c8cd3e0e52e5e5ff037cf84d2f2b5a9ddee8d4 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -38,3 +38,4 @@ assets/clover-image-tiny-paired-contact-sheet.png filter=lfs diff=lfs merge=lfs
 assets/clover-image-tiny-banner.png filter=lfs diff=lfs merge=lfs -text
 examples/prompt-gallery/**/*.png filter=lfs diff=lfs merge=lfs -text
 examples/normal-to-lora/*.png filter=lfs diff=lfs merge=lfs -text
+benchmarks/**/*.png filter=lfs diff=lfs merge=lfs -text
diff --git a/README.md b/README.md
index 15324a462fc373bc61701126b44fdcb1db3433a0..4324a0c8df812818e7c16698ff094b7d49ac44ea 100644
--- a/README.md
+++ b/README.md
@@ -61,6 +61,10 @@ Windows, or Linux.
 **323,384,964 denoiser parameters · about 1.67 GB · 4–100 inference steps ·
 PyTorch/Diffusers**
 
+Clover Image Tiny is intentionally a compact, local-first 512×512 model rather
+than a frontier-scale checkpoint. Its denoiser has 323,384,964 parameters; the
+small-model comparison below gives that scale practical runtime context.
+
 Clover Image Tiny is the public PyTorch/Diffusers checkpoint release behind
 these examples. Its output has a recognizable, playful
 **DALL·E mini-ish** character. That is a visual description, not a claim of
@@ -74,7 +78,24 @@ The demo exposes prompt, negative prompt, seed, guidance, dimensions,
 scheduler, and 4–100 conventional Diffusers inference steps. It creates one
 image per request and keeps the packaged safety checker enabled.
 
-## Examples
+## Contents
+
+1. [Examples](#1-examples)
+2. [Small-model benchmark](#2-small-model-benchmark)
+3. [iPhone and Core ML](#3-iphone-and-core-ml)
+4. [Run locally](#4-run-locally)
+5. [Generation controls](#5-generation-controls)
+6. [Hardware and operating systems](#6-hardware-and-operating-systems)
+7. [Python API](#7-python-api)
+8. [About this release](#8-about-this-release)
+9. [Quality and known behavior](#9-quality-and-known-behavior)
+10. [Safety](#10-safety)
+11. [Training lineage and data](#11-training-lineage-and-data)
+12. [Citation](#12-citation)
+13. [Licenses](#13-licenses)
+14. [Reproducibility and artifact identity](#14-reproducibility-and-artifact-identity)
+
+## 1. Examples
 
 ### Prompt gallery
 
@@ -112,7 +133,29 @@ seed 1469, and the same 50-step configuration:
 
 ![Clover Image Tiny local MPS library example](assets/clover-image-tiny-local-mps-library-seed-1469.png)
 
-## iPhone and Core ML
+## 2. Small-model benchmark
+
+Clover is compared with its pinned BK-SDM-Tiny-2M base and two public
+same-family references using 16 prompts, identical seeds, 512×512 output, 30
+DDIM steps, guidance 7.5, and a shared NVIDIA A10G runtime. The measurement is
+an engineering comparison, not a human-preference leaderboard.
+
+| Model | U-Net parameters | Mean latency | Peak CUDA | Mean CLIP cosine |
+|---|---:|---:|---:|---:|
+| [Clover Image Tiny](https://huggingface.co/neonforestmist/Clover-Image-Tiny) | 323.4M | 1.024 s | 2,233 MB | 0.3195 |
+| [BK-SDM-Tiny-2M](https://huggingface.co/nota-ai/bk-sdm-tiny-2m) | 323.4M | 1.027 s | 2,230 MB | 0.3246 |
+| [Segmind Tiny-SD](https://huggingface.co/segmind/tiny-sd) | 323.4M | 1.028 s | 1,649 MB | 0.3345 |
+| [BK-SDM-v2-Tiny](https://huggingface.co/nota-ai/bk-sdm-v2-tiny) | 326.8M | 0.957 s | 2,067 MB | 0.3303 |
+
+CLIP cosine is only a prompt-adherence proxy. It is not a human-quality score,
+FID, safety evaluation, or evidence that these models are interchangeable.
+The complete protocol, machine-readable results, and generated examples are in
+[`benchmarks/text-to-image/`](benchmarks/text-to-image/) and the
+[full benchmark report](benchmarks/text-to-image/results/clover-small-model-comparison-20260825/REPORT.md).
+
+![Four-prompt small-model comparison](benchmarks/text-to-image/results/clover-small-model-comparison-20260825/contact-sheet.png)
+
+## 3. iPhone and Core ML
 
 The SwiftUI app in [`Clover-iOS`](Clover-iOS/) follows Apple platform
 conventions and exposes prompt, negative prompt, steps, guidance, seed, image
@@ -137,7 +180,7 @@ own Core ML picker download:
 See [`COREML.md`](COREML.md) for conversion details and
 [`training/README.md`](training/README.md) for the pinned LoRA jobs.
 
-### Inpainting track
+### 3.1 Inpainting track
 
 The 9-channel SD 1.4-class inpainting adaptation is trained and packaged separately:
 [`neonforestmist/Clover-Image-Tiny-Inpaint`](https://huggingface.co/neonforestmist/Clover-Image-Tiny-Inpaint).
@@ -153,12 +196,12 @@ diverse free-form and object-like masks. It improved held-out masked MAE by
 96-pixel mask-context crop; the runtime composites through the exact mask so
 unmasked pixels remain unchanged.
 
-## Run locally
+## 4. Run locally
 
 Download once, then generate offline with the bundled runner. Python 3.11 and
 3.12 are supported.
 
-### macOS — Apple silicon
+### 4.1 macOS — Apple silicon
 
 ~~~bash
 mkdir clover-image-tiny-local
@@ -189,7 +232,7 @@ open clover-image-tiny.png
 
 Use `python3.11` instead if that is the installed supported Python.
 
-### Windows — PowerShell
+### 4.2 Windows — PowerShell
 
 ~~~powershell
 mkdir clover-image-tiny-local
@@ -221,7 +264,7 @@ Invoke-Item .\clover-image-tiny.png
 Use `py -3.11` if needed. With `--device auto`, the runner selects an
 available NVIDIA CUDA GPU and otherwise uses CPU.
 
-### Linux
+### 4.3 Linux
 
 ~~~bash
 mkdir clover-image-tiny-local
@@ -250,7 +293,7 @@ python model/examples/generate.py \
 uses CPU. After the first download, `--local-files-only` prevents network
 access during generation.
 
-## Generation controls
+## 5. Generation controls
 
 The command above is ready to copy. Change these flags to explore the model:
 
@@ -281,7 +324,7 @@ outputs are never overwritten.
 
 Run `python model/examples/generate.py --help` for the complete CLI reference.
 
-## Hardware and operating systems
+## 6. Hardware and operating systems
 
 | System | Automatic backend | Precision | Current evidence |
 |---|---|---|---|
@@ -301,7 +344,7 @@ image in 18.21 seconds with fp16 MPS. Its process-lifetime maximum RSS was
 631,341,056 bytes. This is a measured point, not a minimum-RAM claim. No Core
 ML package is required for the Python path.
 
-## Python API
+## 7. Python API
 
 ~~~python
 import torch
@@ -337,7 +380,7 @@ image.save("clover-image-tiny.png")
 Seeded generation is repeatable within the selected runtime. Different
 devices, dtypes, kernels, and dependency builds can produce different pixels.
 
-## About this release
+## 8. About this release
 
 Clover Image Tiny is a conventional knowledge-distillation checkpoint trained
 for 500 optimizer steps on an exact licensed 1,000-pair calibration set. The
@@ -356,7 +399,7 @@ reproducible Core ML conversion and iPhone app source. The downloadable Core ML
 artifacts and style adapters are versioned in the separate repositories linked
 above.
 
-## Quality and known behavior
+## 9. Quality and known behavior
 
 - The included gallery demonstrates recognizable subjects across colorful
   scenes, products, food, an animal, a landscape, and an interior.
@@ -368,7 +411,7 @@ above.
   controlled benchmark or broad human-preference study.
 - Resolution and batch size multiply memory use.
 
-## Safety
+## 10. Safety
 
 The upstream safety checker is packaged and enabled in both the supported
 runner and hosted demo. A flagged output may be returned as a black placeholder;
@@ -381,7 +424,7 @@ outputs before sharing them. Do not use the model for consequential decisions,
 identity claims, medical or legal conclusions, harassment, exploitation,
 illegal activity, or uses prohibited by CreativeML OpenRAIL-M.
 
-## Training lineage and data
+## 11. Training lineage and data
 
 - Clover fine-tuning data: exactly 1,000 accepted image-caption pairs from
   `Spawning/PD3M@2a5eb24a8dccf245acd8e56341761aee06da0bdf`
@@ -401,7 +444,7 @@ for all foundational pretraining is not available to this project.
 See `DATA_PROVENANCE.md` for the portable manifest identity and
 `MODEL_DATA_LICENSES.md` for the complete component ledger.
 
-## Citation
+## 12. Citation
 
 If Clover Image Tiny is useful in your work, please cite the model release:
 
@@ -414,7 +457,7 @@ If Clover Image Tiny is useful in your work, please cite the model release:
 }
 ```
 
-## Licenses
+## 13. Licenses
 
 The model weights are a derivative under **CreativeML OpenRAIL-M**. The example
 runner and packaging code are under **Apache-2.0**. Dataset and item-level terms
@@ -426,7 +469,7 @@ request for display in this public model repository. It is not benchmark
 evidence, its panel-generation provenance is not claimed, and this package
 does not grant a downstream reuse license for it.
 
-## Reproducibility and artifact identity
+## 14. Reproducibility and artifact identity
 
 | Field | Value |
 |---|---|
diff --git a/benchmark_text_to_image.py b/benchmark_text_to_image.py
new file mode 100644
index 0000000000000000000000000000000000000000..f06659ee0f8134094efde83d9d8292e8fea14654
--- /dev/null
+++ b/benchmark_text_to_image.py
@@ -0,0 +1,283 @@
+#!/usr/bin/env python3
+"""Run a reproducible small-model text-to-image comparison on Modal.
+
+The benchmark is intentionally modest: it compares prompt adherence and
+runtime behavior under one shared recipe. It is not a human-preference study,
+FID benchmark, or claim of overall image quality.
+"""
+
+from __future__ import annotations
+
+import json
+import os
+import sys
+import time
+from pathlib import Path
+
+import modal
+
+APP_NAME = "clover-image-tiny-text-to-image-benchmark"
+OUTPUT_VOLUME_NAME = "clover-image-tiny-text-to-image-benchmark-output"
+CACHE_VOLUME_NAME = "clover-image-tiny-text-to-image-benchmark-cache"
+OUTPUT_ROOT = Path("/outputs")
+CACHE_ROOT = Path("/cache")
+CLIP_MODEL_ID = "openai/clip-vit-base-patch32"
+
+MODELS = {
+    "clover": "neonforestmist/Clover-Image-Tiny",
+    "base_bk_sdm_tiny_2m": "nota-ai/bk-sdm-tiny-2m",
+    "segmind_tiny_sd": "segmind/tiny-sd",
+    "bk_sdm_v2_tiny": "nota-ai/bk-sdm-v2-tiny",
+}
+
+PROMPTS = [
+    "a glass of red wine",
+    "a tiny glass greenhouse glowing in a moonlit garden",
+    "daisies in a blue ceramic pot",
+    "snowy mountains under a cloudy sky",
+    "a desert with a big moon in the sky",
+    "a bouquet of blue flowers",
+    "a stained-glass window of a starry night",
+    "an origami heart on textured paper",
+    "an anime boy with light blue hair and eyes",
+    "a red bicycle beside a yellow cottage",
+    "a small blue cat beside a quiet garden stream",
+    "a bowl of colorful fruit on a wooden table",
+    "an astronaut riding a horse in space",
+    "a lighthouse during a storm",
+    "a cozy cabin in a snowy forest",
+    "a vintage train station at sunset",
+]
+
+SEEDS = [1337 + index for index in range(len(PROMPTS))]
+STEPS = 30
+GUIDANCE_SCALE = 7.5
+WIDTH = 512
+HEIGHT = 512
+
+image = (
+    modal.Image.debian_slim(python_version="3.11")
+    .pip_install(
+        "accelerate==1.14.0",
+        "diffusers==0.39.0",
+        "huggingface_hub==0.36.2",
+        "numpy==2.2.6",
+        "pillow==12.3.0",
+        "safetensors==0.8.0",
+        "torch==2.7.0",
+        "torchvision==0.22.0",
+        "transformers==4.57.6",
+    )
+)
+
+output_volume = modal.Volume.from_name(OUTPUT_VOLUME_NAME, create_if_missing=True)
+cache_volume = modal.Volume.from_name(CACHE_VOLUME_NAME, create_if_missing=True)
+app = modal.App(
+    APP_NAME,
+    image=image,
+    volumes={str(OUTPUT_ROOT): output_volume, str(CACHE_ROOT): cache_volume},
+)
+
+
+def _module_parameters(module: object) -> int:
+    if module is None or not hasattr(module, "parameters"):
+        return 0
+    return sum(parameter.numel() for parameter in module.parameters())
+
+
+def _load_pipeline(model_id: str):
+    import torch
+    from diffusers import DDIMScheduler, DiffusionPipeline
+
+    pipe = DiffusionPipeline.from_pretrained(
+        model_id,
+        torch_dtype=torch.float16,
+        cache_dir=str(CACHE_ROOT / "huggingface"),
+    )
+    # A single scheduler makes the comparison recipe explicit and portable.
+    pipe.scheduler = DDIMScheduler.from_config(pipe.scheduler.config)
+    pipe = pipe.to("cuda")
+    pipe.set_progress_bar_config(disable=True)
+    return pipe
+
+
+@app.function(
+    gpu="A10G",
+    timeout=4 * 60 * 60,
+    cpu=8,
+    memory=32768,
+)
+def benchmark(*, output_name: str) -> str:
+    import torch
+    from PIL import Image
+    from transformers import CLIPModel, CLIPProcessor
+
+    output_dir = OUTPUT_ROOT / output_name
+    if output_dir.exists():
+        raise RuntimeError(f"Benchmark output already exists: {output_dir}")
+    output_dir.mkdir(parents=True)
+    (output_dir / "images").mkdir()
+    (output_dir / "prompts.json").write_text(
+        json.dumps(
+            {
+                "prompts": PROMPTS,
+                "seeds": SEEDS,
+                "recipe": {
+                    "scheduler": "DDIMScheduler",
+                    "steps": STEPS,
+                    "guidance_scale": GUIDANCE_SCALE,
+                    "width": WIDTH,
+                    "height": HEIGHT,
+                    "num_images_per_prompt": 1,
+                    "negative_prompt": "",
+                },
+            },
+            indent=2,
+        )
+        + "\n"
+    )
+
+    env = os.environ.copy()
+    env.update(
+        {
+            "HF_HOME": str(CACHE_ROOT / "huggingface"),
+            "HF_HUB_CACHE": str(CACHE_ROOT / "huggingface" / "hub"),
+            "TOKENIZERS_PARALLELISM": "false",
+            "PYTHONUNBUFFERED": "1",
+        }
+    )
+    os.environ.update(env)
+    all_records: dict[str, dict] = {}
+
+    for label, model_id in MODELS.items():
+        print(f"Loading {label}: {model_id}", flush=True)
+        pipe = _load_pipeline(model_id)
+        unet_parameters = _module_parameters(pipe.unet)
+        total_parameters = sum(
+            _module_parameters(module)
+            for module in (
+                getattr(pipe, "unet", None),
+                getattr(pipe, "text_encoder", None),
+                getattr(pipe, "vae", None),
+                getattr(pipe, "safety_checker", None),
+            )
+        )
+
+        # Warm up kernels before measuring. The warmup image is discarded.
+        warmup_generator = torch.Generator(device="cuda").manual_seed(7)
+        with torch.inference_mode():
+            pipe(
+                "a simple red apple",
+                num_inference_steps=4,
+                guidance_scale=GUIDANCE_SCALE,
+                height=HEIGHT,
+                width=WIDTH,
+                generator=warmup_generator,
+            )
+        torch.cuda.synchronize()
+        torch.cuda.reset_peak_memory_stats()
+
+        model_dir = output_dir / "images" / label
+        model_dir.mkdir()
+        records = []
+        for index, (prompt, seed) in enumerate(zip(PROMPTS, SEEDS, strict=True)):
+            generator = torch.Generator(device="cuda").manual_seed(seed)
+            start = time.perf_counter()
+            with torch.inference_mode():
+                result = pipe(
+                    prompt,
+                    negative_prompt="",
+                    num_inference_steps=STEPS,
+                    guidance_scale=GUIDANCE_SCALE,
+                    height=HEIGHT,
+                    width=WIDTH,
+                    generator=generator,
+                )
+            torch.cuda.synchronize()
+            elapsed = time.perf_counter() - start
+            filename = f"{index + 1:02d}.png"
+            result.images[0].save(model_dir / filename, format="PNG")
+            safety = getattr(result, "nsfw_content_detected", None)
+            records.append(
+                {
+                    "index": index,
+                    "prompt": prompt,
+                    "seed": seed,
+                    "filename": f"images/{label}/{filename}",
+                    "latency_seconds": elapsed,
+                    "nsfw_content_detected": safety[0] if isinstance(safety, list) else None,
+                }
+            )
+            print(f"{label} {index + 1}/{len(PROMPTS)} {elapsed:.3f}s", flush=True)
+
+        peak_memory_mb = torch.cuda.max_memory_allocated() / (1024 * 1024)
+        all_records[label] = {
+            "model_id": model_id,
+            "unet_parameters": unet_parameters,
+            "pipeline_parameters": total_parameters,
+            "mean_latency_seconds": sum(r["latency_seconds"] for r in records) / len(records),
+            "median_latency_seconds": sorted(r["latency_seconds"] for r in records)[len(records) // 2],
+            "peak_cuda_allocated_mb": peak_memory_mb,
+            "images": records,
+        }
+        del pipe
+        torch.cuda.empty_cache()
+
+    print("Scoring generated images with CLIP", flush=True)
+    processor = CLIPProcessor.from_pretrained(
+        CLIP_MODEL_ID,
+        cache_dir=str(CACHE_ROOT / "huggingface"),
+    )
+    clip_model = CLIPModel.from_pretrained(
+        CLIP_MODEL_ID,
+        torch_dtype=torch.float16,
+        cache_dir=str(CACHE_ROOT / "huggingface"),
+    ).to("cuda")
+    clip_model.eval()
+    text_inputs = processor(text=PROMPTS, return_tensors="pt", padding=True).to("cuda")
+    with torch.inference_mode():
+        text_features = clip_model.get_text_features(**text_inputs)
+        text_features = text_features / text_features.norm(dim=-1, keepdim=True)
+
+    for label, summary in all_records.items():
+        images = [Image.open(output_dir / record["filename"]).convert("RGB") for record in summary["images"]]
+        scores = []
+        for image_item, prompt in zip(images, PROMPTS, strict=True):
+            image_inputs = processor(images=image_item, return_tensors="pt").to("cuda")
+            with torch.inference_mode():
+                image_features = clip_model.get_image_features(**image_inputs)
+            image_features = image_features / image_features.norm(dim=-1, keepdim=True)
+            prompt_index = PROMPTS.index(prompt)
+            scores.append(float((image_features @ text_features[prompt_index : prompt_index + 1].T).item()))
+        summary["clip_prompt_cosine_mean"] = sum(scores) / len(scores)
+        summary["clip_prompt_cosine_median"] = sorted(scores)[len(scores) // 2]
+        summary["clip_prompt_cosine_scores"] = scores
+
+    report = {
+        "schema_version": 1,
+        "benchmark": "clover-image-tiny-small-model-comparison",
+        "status": "completed",
+        "hardware": "Modal NVIDIA A10G",
+        "public_identity_note": "The compute account identity is intentionally omitted.",
+        "protocol": {
+            "prompt_count": len(PROMPTS),
+            "resolution": f"{WIDTH}x{HEIGHT}",
+            "scheduler": "DDIMScheduler",
+            "steps": STEPS,
+            "guidance_scale": GUIDANCE_SCALE,
+            "negative_prompt": "",
+            "same_prompts_and_seeds": True,
+            "metric_note": "CLIP cosine is a prompt-adherence proxy, not a human-quality score or a broad benchmark.",
+        },
+        "models": all_records,
+    }
+    (output_dir / "results.json").write_text(json.dumps(report, indent=2) + "\n")
+    output_volume.commit()
+    cache_volume.commit()
+    return str(output_dir)
+
+
+@app.local_entrypoint()
+def main(output_name: str = f"clover-small-model-comparison-{int(time.time())}") -> None:
+    result = benchmark.remote(output_name=output_name)
+    print(f"Benchmark output: {result}")
diff --git a/benchmarks/text-to-image/README.md b/benchmarks/text-to-image/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..3e63147353fb522d1aec5675a4df15fdc0e378be
--- /dev/null
+++ b/benchmarks/text-to-image/README.md
@@ -0,0 +1,37 @@
+# Clover Image Tiny small-model comparison
+
+This benchmark compares Clover Image Tiny with its pinned BK-SDM-Tiny-2M base
+and two public Diffusers checkpoints in the same broad SD-tiny family:
+
+- `neonforestmist/Clover-Image-Tiny`
+- `nota-ai/bk-sdm-tiny-2m`
+- `segmind/tiny-sd`
+- `nota-ai/bk-sdm-v2-tiny`
+
+The comparison uses the same 16 prompts, seeds, 512×512 resolution, empty
+negative prompt, 30 DDIM steps, guidance scale 7.5, and one NVIDIA A10G
+runtime. It records U-Net and loaded-pipeline parameter counts, generation
+latency, peak CUDA allocation, and CLIP image/text cosine similarity.
+
+CLIP cosine is used only as a prompt-adherence proxy. It is not a human
+preference score, FID, a safety evaluation, or a claim that the models are
+identical in training data, scheduler defaults, or intended use.
+
+Run it with:
+
+```bash
+modal run benchmark_text_to_image.py
+```
+
+The Modal app writes a timestamped result directory to its private output
+volume. Download a completed run with:
+
+```bash
+modal volume get clover-image-tiny-text-to-image-benchmark-output \
+  clover-small-model-comparison-<timestamp> \
+  benchmarks/text-to-image/results
+```
+
+The public model card should include only the exported `results.json`, selected
+example images, the protocol, and the benchmark caveats. Compute-account
+identity is intentionally not part of the artifact.
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/REPORT.md b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/REPORT.md
new file mode 100644
index 0000000000000000000000000000000000000000..37fcb522af8df153128f38a9bd6990ac91c01c31
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/REPORT.md
@@ -0,0 +1,53 @@
+# Clover Image Tiny — small-model comparison
+
+This is a same-recipe engineering comparison, not a human-preference or
+state-of-the-art benchmark. It places Clover Image Tiny beside its pinned base
+and two public Diffusers checkpoints with the same broad SD-tiny U-Net shape.
+
+## Protocol
+
+- 16 fixed prompts and seeds `1337`–`1352`
+- 512 × 512 output, empty negative prompt
+- DDIM scheduler, 30 steps, guidance scale 7.5
+- One image per prompt on the same NVIDIA A10G runtime
+- CLIP image/text cosine similarity as a prompt-adherence proxy
+- Latency measured after one warm-up generation per model
+
+CLIP cosine is not a human-quality score, FID, a safety evaluation, or proof
+that one model is generally better. The models have different training data,
+text encoders, and original release goals.
+
+## Results
+
+| Model | U-Net parameters | Loaded pipeline parameters | Mean latency (s) | Peak CUDA (MB) | Mean CLIP cosine |
+|---|---:|---:|---:|---:|---:|
+| [Clover Image Tiny](https://huggingface.co/neonforestmist/Clover-Image-Tiny) | 323,384,964 | 834,080,895 | 1.024 | 2,233.0 | 0.3195 |
+| [BK-SDM-Tiny-2M](https://huggingface.co/nota-ai/bk-sdm-tiny-2m) | 323,384,964 | 834,080,895 | 1.027 | 2,230.0 | 0.3246 |
+| [Segmind Tiny-SD](https://huggingface.co/segmind/tiny-sd) | 323,384,964 | 530,099,307 | 1.028 | 1,648.9 | 0.3345 |
+| [BK-SDM-v2-Tiny](https://huggingface.co/nota-ai/bk-sdm-v2-tiny) | 326,825,604 | 750,867,307 | 0.957 | 2,067.1 | 0.3303 |
+
+The result is best read as scale and runtime context: Clover is a compact
+512×512 model with a 323.4M-parameter denoiser, and its scores are in the same
+range as these similarly sized references under this limited recipe. This is
+not evidence that Clover wins a broad quality contest, nor that a larger model
+would be unnecessary.
+
+## Visual examples
+
+![Four-prompt comparison across the four models](contact-sheet.png)
+
+The full generated set contains all 16 prompts for all four models under
+`images/`. The exact machine-readable report is [`results.json`](results.json)
+and the prompt/seed manifest is [`prompts.json`](prompts.json).
+
+## Reproduction
+
+From the Clover source repository:
+
+```bash
+modal run benchmark_text_to_image.py \
+  --output-name clover-small-model-comparison-<timestamp>
+```
+
+The benchmark intentionally omits the compute-account identity from its public
+report and artifacts.
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/contact-sheet.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/contact-sheet.png
new file mode 100644
index 0000000000000000000000000000000000000000..d17cb2e2f1fd6eccab29e5d455b2e2f7eff69bc8
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/contact-sheet.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26405ad268cd1b25daccb7c01ae489038c064fcdf9bfbd2c1f113684d6120915
+size 901611
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/01.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/01.png
new file mode 100644
index 0000000000000000000000000000000000000000..ae31a7ec8aaaa10968ad76c84f6b785c6418252d
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/01.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:45924b00892ad505f2374fcf59d3f12dcd9fc2111413cb0023c1020c1bf92d8f
+size 341761
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/02.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/02.png
new file mode 100644
index 0000000000000000000000000000000000000000..a3eb29d9a61d0c7e3aa33beba2d9d3f61cb128be
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/02.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:25ce024e739ebc5bc14a06abd760f414a0da5ced527bbe7a9970d4557a7ac432
+size 500636
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/03.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/03.png
new file mode 100644
index 0000000000000000000000000000000000000000..d26253d03bbf6969763f10c9eebf4d36557ae962
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/03.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b32fc0d8c05e3bebdcf70c44dcd4686918f4c44698c9474ba77a95b289ddd537
+size 486795
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/04.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/04.png
new file mode 100644
index 0000000000000000000000000000000000000000..2674f5de15e064d2d5c7e6b8b92421a2049affed
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/04.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:41914d07b33046ae849d18e29f8503b5b77545df911a2b806ed9a04c105efd70
+size 448590
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/05.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/05.png
new file mode 100644
index 0000000000000000000000000000000000000000..050a87968bcdd306a3e6b9c7cb851e4d35568dc0
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/05.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f51ec9b5456b78813b8e7cf9f8b32f59bd7e0e0a75e83268fe84a628b516b56d
+size 388741
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/06.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/06.png
new file mode 100644
index 0000000000000000000000000000000000000000..aae6984ba5ae78eede007871a4488b16df4b9d76
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/06.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9f9315b69798bfb53223d83412a26d0d94ccaae133e676e1c3f2ac7cc8dd9a11
+size 500188
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/07.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/07.png
new file mode 100644
index 0000000000000000000000000000000000000000..bb93597a9c1bd4ee34730e4f0e94439781986e7b
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/07.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2c01dc1089dd1da9fe5720c05fe703e7f89d58aa90f6712a3380414b62bf6ff4
+size 598307
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/08.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/08.png
new file mode 100644
index 0000000000000000000000000000000000000000..774139a1bf0f019a690c9f9abbebf75249cc63ca
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/08.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e177d04a7ed641c1cb7c837be4cf8fc5586b9f20d7b06d2e39316f9dbac903c0
+size 409694
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/09.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/09.png
new file mode 100644
index 0000000000000000000000000000000000000000..801799df8953305e826283e74ffa3207b72880c6
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/09.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:da6000a3715067bec198bcf60cf7f44f0b0e24dc4bf25c5fc5b786635baab78b
+size 391879
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/10.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/10.png
new file mode 100644
index 0000000000000000000000000000000000000000..c1fc32e79fdc6895e2cd78cc75ab0c55c08d3727
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/10.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d2f82a4232b2123226041476f6779e8b676feae583aa777099519e8b0bbc75b2
+size 536961
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/11.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/11.png
new file mode 100644
index 0000000000000000000000000000000000000000..d05b199975eff191729ebb6f544fa7db1567fd88
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/11.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5e687a5e5511abcd902427517d984877d6106a116a21d5c2ea81d834e9f4fa9b
+size 553603
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/12.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/12.png
new file mode 100644
index 0000000000000000000000000000000000000000..ceb43f5cfecda7745956c16170d5c9c3185f7298
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/12.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:02a635f439eebe0cab646ea96914084f8236101fe2942ca29209867da5391469
+size 456987
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/13.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/13.png
new file mode 100644
index 0000000000000000000000000000000000000000..46d54c204098d5dbb9c687cecb7819df2ca546df
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/13.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9c699be28173f7b6e34dfa1a00d6c2b68a662f0d2e458a4c8838b4bb146e1f00
+size 457179
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/14.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/14.png
new file mode 100644
index 0000000000000000000000000000000000000000..432686cd85d45b1f5a1ded5a7de562096a6daa11
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/14.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:17d60373618a4591c4939381a3abff75b88bf47fda22d190cab735df20e31621
+size 379927
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/15.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/15.png
new file mode 100644
index 0000000000000000000000000000000000000000..84b3c51be6b6730595f317fcaab2873affd27f92
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e51d249f40dc76b989a3be195d25fd0385e8016ec00429bad2b31722661b2a7
+size 505244
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/16.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/16.png
new file mode 100644
index 0000000000000000000000000000000000000000..fda20a38fb3c51797a0c7ca421817b1271099327
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/base_bk_sdm_tiny_2m/16.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:632c98907a737f4e521a5fe39d0444858a18d7f6b997ba8cf9f3d026cbc40f30
+size 469763
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/01.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/01.png
new file mode 100644
index 0000000000000000000000000000000000000000..973706f288d1d33170f2bad80c1b1b13dfc50f0f
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/01.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:edc75e7ae4ee1b3f9fd5b4234ff1eb668c2eadf24c806e82fd0a74d411e300c7
+size 359997
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/02.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/02.png
new file mode 100644
index 0000000000000000000000000000000000000000..9848ee3f973feeae824d92858af5c30ea244dd50
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/02.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea0a4ef724a0439c665da916ec4d79583430a985bea74862019d1bcefd15af2d
+size 535281
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/03.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/03.png
new file mode 100644
index 0000000000000000000000000000000000000000..89ffc628194bd847157edf6d0356936457100c90
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/03.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24af09a86e5803740cb8e5e7de2164e2c63ba0328a7014f1a643288eecfb817e
+size 481928
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/04.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/04.png
new file mode 100644
index 0000000000000000000000000000000000000000..694976569b71ca445c94fc89949d14b6f85202f7
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/04.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df6162ac6cf445467495b0d7b07a00d086ffaf726f8541329b6c74c1d2e63eee
+size 408406
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/05.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/05.png
new file mode 100644
index 0000000000000000000000000000000000000000..5e3fafd6693ce23ed0664a5418bc56deec458ea1
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/05.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:02be89c13ec2082a1ddffb1ad0c7778d3bd6b8f9ee2300f9f659082fcde9f7eb
+size 413697
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/06.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/06.png
new file mode 100644
index 0000000000000000000000000000000000000000..fd2ead71d634b5a13bf4f0e7b4951b41e9c0ecaa
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/06.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cddf74d659a2bf0c961169883681c1f1efa06b004425392b07f2edf3b1c52226
+size 563832
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/07.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/07.png
new file mode 100644
index 0000000000000000000000000000000000000000..760c193f1e0c5a4427a54d4ba4b83bdb2b0fa95f
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/07.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:12e6a1f7dd0472c19c35864ace77cf3b4d13d7818dd1e6c414c92d1efc47f1dd
+size 630346
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/08.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/08.png
new file mode 100644
index 0000000000000000000000000000000000000000..07b2f360e55d1a90d4b97c74fb57792bac2ab4fe
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/08.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:73ece3203247e81b6c08b8243697b763b486777c3f33300468c8c5bb561ac9d9
+size 395685
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/09.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/09.png
new file mode 100644
index 0000000000000000000000000000000000000000..daec75273605477b168ed8b2f894152a866ad396
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/09.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:64c38d81682499f3527656d1c7db52195c66b74a803ee88ffd7d455049d6b5a5
+size 368175
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/10.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/10.png
new file mode 100644
index 0000000000000000000000000000000000000000..9e92be3f41efacda2f9d3d4d5d8a24e18e9c78b8
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/10.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:92dd61f42e330f1047f4b65b475e39be21fd335b30dbeba368f2b94f029cb76c
+size 520010
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/11.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/11.png
new file mode 100644
index 0000000000000000000000000000000000000000..639aef58431fc01284f39f6de0f9e51cf9a2e8db
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/11.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:18691a5026ecdaffd9d51193412360bbed7269071a1b76ab4d2a717e80691808
+size 577597
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/12.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/12.png
new file mode 100644
index 0000000000000000000000000000000000000000..bcd49708b6e96111dc1403607ce667f3dccbb666
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/12.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bcebcd9c8322ef616a67bb2b4ce3960bf9a59d9c8ca0d91485fc45e5e4c2eeae
+size 406974
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/13.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/13.png
new file mode 100644
index 0000000000000000000000000000000000000000..67225fcf0a9259e17180771454203787d1bac00a
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/13.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2f7d32ad29923ffbf5c5e195e65a4ee152a8d3b43bd41f9ba67c43d881f521b5
+size 469826
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/14.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/14.png
new file mode 100644
index 0000000000000000000000000000000000000000..bcb7c2a4ea44f4fa9adca79c07a1a1d59116d4a5
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/14.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6be6efea88219d91f7203e190a79cf666334d926ec594e616aac02de92b7e4cc
+size 372173
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/15.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/15.png
new file mode 100644
index 0000000000000000000000000000000000000000..a69f931fb269399cff05db8ea272a181c918160b
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8d52c8a025c0d653197ecb0e0d1c90b043cbefc00b16eed3c015d12708940cea
+size 511755
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/16.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/16.png
new file mode 100644
index 0000000000000000000000000000000000000000..00efa026102a476629c9b671301bff947a9f9c77
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/bk_sdm_v2_tiny/16.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9bc7e9a3dea500875c6d235b566e397ebe3a635f5d82e9aecc32d7521ecada86
+size 487499
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/01.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/01.png
new file mode 100644
index 0000000000000000000000000000000000000000..bc694fcfd06ec83aa77fafcd5fc215f4fe7d5056
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/01.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30493afa8c8b1609da92cf10cfa85a57a9d540784a57a1bfa4127cabd7025964
+size 358069
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/02.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/02.png
new file mode 100644
index 0000000000000000000000000000000000000000..42ae03f00ef8c17a1d19bb2916f4ce6d064b8886
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/02.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8874e9dafd461425777ead442519d7a447e008263ee7253cd413cb2cd736c394
+size 510768
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/03.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/03.png
new file mode 100644
index 0000000000000000000000000000000000000000..0503a6cd1788528d2dd4ceba4e22a4ea8bd42f90
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/03.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f2e9da2a004e350d06df345358da15b09b33ee673ca518a3cfb15407b0951874
+size 486314
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/04.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/04.png
new file mode 100644
index 0000000000000000000000000000000000000000..8a171335b764df69f9a67de3e6fcb38b2dda5f41
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/04.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:97920b6fc2aad69288f61425df781385a37a4639c0e89c12920c6de8be10b7fe
+size 489275
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/05.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/05.png
new file mode 100644
index 0000000000000000000000000000000000000000..e8059a45feecf294cd7c47c47b4d77e28b880c1c
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/05.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bc35848cdf272de3f70a372a374043411189bc816cc1f541442ee0070eb94e94
+size 415846
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/06.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/06.png
new file mode 100644
index 0000000000000000000000000000000000000000..7fcaad896dbe361a6c6297c232b4d3d57a6aed95
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/06.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:96e60e72b7b863b3729b0b07971797328ed2291ac831da0d8e68976a55be8580
+size 559529
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/07.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/07.png
new file mode 100644
index 0000000000000000000000000000000000000000..99736ed933f6b476ac8acb5a040bf99211fbd9ce
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/07.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c6e2b651bde757e1e622726df98da2714cb954dcfb56bdd599e0bda5a5fe0cdf
+size 600572
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/08.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/08.png
new file mode 100644
index 0000000000000000000000000000000000000000..6f96291fe08cb6754330d442560722e46837a8fd
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/08.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5c1556fe3f6e34a699d8dfaaab9e880b3b301f79a5e24d1ff05f59a4a6ce232
+size 448026
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/09.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/09.png
new file mode 100644
index 0000000000000000000000000000000000000000..d31dd84bb7e4d2ae6720ab0c1ddda6004457bdb1
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/09.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:767f993e8035e1829791bfa2b120062eb373f22cb68c5d953467ae732d93b76e
+size 387412
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/10.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/10.png
new file mode 100644
index 0000000000000000000000000000000000000000..c9cbcd64248a27e0dd3e1fe2d2f31839fd30cbe6
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/10.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0130c5b0c4b26958fc2c890c628494158242725a73d48da7d9e05744885b57cd
+size 554031
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/11.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/11.png
new file mode 100644
index 0000000000000000000000000000000000000000..1047ebe3dfce9d1b83147611c6ecb6d4dc81bd0d
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/11.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1fb41f022a5613858fa2754d987a976f6fd6eeca025343c3b86b91413d6f62b5
+size 574353
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/12.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/12.png
new file mode 100644
index 0000000000000000000000000000000000000000..51e1e58ee9a88a4106eaccb0a877a60fa89018fb
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/12.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:642635b2e445b25eff93df910409025709d28abe8f8d98a5bb33e488d8d6c376
+size 456386
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/13.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/13.png
new file mode 100644
index 0000000000000000000000000000000000000000..9ea8fa2d1a1fe83853a791a6518b8bd6f554ff48
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/13.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e74e950d8befb9d25044b2c49a87899adc8126a4527cb5bf2835470bd2c6427a
+size 481707
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/14.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/14.png
new file mode 100644
index 0000000000000000000000000000000000000000..a4f532c046fa5131516561f2e8ef5eb3e8bd5f6b
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/14.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:091b7a95ee3130dec6eeb8344b27b834983461b85d2b323d6e3941ad0a276c80
+size 389833
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/15.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/15.png
new file mode 100644
index 0000000000000000000000000000000000000000..147bacb362975936bdff50d8622b812e7c47effc
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bda4b36512f72e19b7127f34c6e2c267188a2765d1ef4290e7493173249554c4
+size 528583
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/16.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/16.png
new file mode 100644
index 0000000000000000000000000000000000000000..4e6db8dfa7ccaf32085e8b5da8866a846ceea9b8
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/clover/16.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e590ff28172fd93267716c426e1764e5f27f6c25b27e1acabe55d1d7741ad0ec
+size 518911
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/01.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/01.png
new file mode 100644
index 0000000000000000000000000000000000000000..6de78d1adb47bf09ef982441bd8706ac6c1d5910
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/01.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:22e4c5b655dace4e6b16ed6d0c7d83f6b5f1a18ec4b1c32fefbe8ad60df99d11
+size 334928
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/02.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/02.png
new file mode 100644
index 0000000000000000000000000000000000000000..291ac2f510a384f2b757a27395bc775f9431077d
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/02.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ec8165ddf460462579294665dcd62d4404945f26af8ca02ac4d93068ee6cc45
+size 471769
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/03.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/03.png
new file mode 100644
index 0000000000000000000000000000000000000000..460192ce33383c07f2cb2feb0b27051e40792fbf
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/03.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b7665a7a510b0d895a945c105482f0ce6dbd3cc77118731d0c1139877a75c95c
+size 426967
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/04.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/04.png
new file mode 100644
index 0000000000000000000000000000000000000000..4f1f551c1b0e3379ff3db7d265ac10e1ec6bfc24
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/04.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:23133c4bd7b89ab0e9e18bd9bb08261932ea642f723f927bb0ebada963911a1e
+size 390243
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/05.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/05.png
new file mode 100644
index 0000000000000000000000000000000000000000..6e852439813ea0fb001f1899e7ea21d9fdb67538
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/05.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:011908c3b7738ef36ee5c99299d0ef35fb8e9a8e8c72f9d53a52493b1527f7ff
+size 375885
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/06.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/06.png
new file mode 100644
index 0000000000000000000000000000000000000000..3617a8f74d98bdc3d93a6b769e57e760f760b70a
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/06.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:17bb75d7a73708ef8cc19cd130e905a1247d4109a80a42f5f0f170f2c54ce71b
+size 431806
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/07.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/07.png
new file mode 100644
index 0000000000000000000000000000000000000000..d2c61735b4212f4340cb228ddc210021094c47f6
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/07.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7978fe9bfe8cd8951aa2128ade17ea5e1740b860f3a3914e28dac1b3c821905
+size 510993
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/08.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/08.png
new file mode 100644
index 0000000000000000000000000000000000000000..2f57c40f0939f0a6cc8add7982aae6b5df061345
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/08.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bf34b38a9fb1f2a74107b1114645ce5a0096c8fa903b7ca5a3ff6aad004760d5
+size 407956
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/09.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/09.png
new file mode 100644
index 0000000000000000000000000000000000000000..85432d8b258fcbf2e30f6c65fa08fb6a4120ea56
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/09.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bcfee6332f074fa35978f14387ac6fee02bb09019187ab252ab32792f0a703cc
+size 338090
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/10.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/10.png
new file mode 100644
index 0000000000000000000000000000000000000000..6a24ac815a9d4237b691121003c623637b24364e
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/10.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dab8b3e8c7dfc77822e50557e4fe3af7fb3f2dee081f718628251ada89617b0d
+size 567241
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/11.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/11.png
new file mode 100644
index 0000000000000000000000000000000000000000..6ddee005cbfcbcb30cae6f84e8ca44a260f51dad
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/11.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:711b1fbaed9d1427ed4201d19976a1d9765d3afd82c17f7fe5c0786a9804c638
+size 472470
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/12.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/12.png
new file mode 100644
index 0000000000000000000000000000000000000000..ead8542d727035fbe8c5cd3a7ccf4ddc21abdabe
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/12.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f12002981a2ec0170d69890c690f00135018fcd8c3b149b24df8161c76c1e154
+size 440266
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/13.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/13.png
new file mode 100644
index 0000000000000000000000000000000000000000..7d609218007705da882eb7473dfb27b6705bff4f
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/13.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65cd7d9e6d20b7533c2703ad4d0a3c977d92a946fa878c1f3779f36c277ebffa
+size 461716
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/14.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/14.png
new file mode 100644
index 0000000000000000000000000000000000000000..c3f369616bb68142d07c9f7008ac6ba87804b039
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/14.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c3ba5b0d2796c26ac15ddd7b41ca10b1420019e512cf6dbe6895e10317a73106
+size 348030
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/15.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/15.png
new file mode 100644
index 0000000000000000000000000000000000000000..b80ab0efa543dd568515f45f9382cde598773a42
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:272048b7d4aefdbc1b832376f0e8036aeab7e39a7cb8b25cda495c184d7c54dc
+size 492110
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/16.png b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/16.png
new file mode 100644
index 0000000000000000000000000000000000000000..ec1e441dab375c1388a566469e5785a5247271c5
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/images/segmind_tiny_sd/16.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:620d6d2e4ffd70f4cb80640e656abc15e1d1478386a9e6ddb612d0d1375c2798
+size 395333
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/prompts.json b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/prompts.json
new file mode 100644
index 0000000000000000000000000000000000000000..a52bc5c837fdba5a485701abcf0cc06178736bdc
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/prompts.json
@@ -0,0 +1,47 @@
+{
+  "prompts": [
+    "a glass of red wine",
+    "a tiny glass greenhouse glowing in a moonlit garden",
+    "daisies in a blue ceramic pot",
+    "snowy mountains under a cloudy sky",
+    "a desert with a big moon in the sky",
+    "a bouquet of blue flowers",
+    "a stained-glass window of a starry night",
+    "an origami heart on textured paper",
+    "an anime boy with light blue hair and eyes",
+    "a red bicycle beside a yellow cottage",
+    "a small blue cat beside a quiet garden stream",
+    "a bowl of colorful fruit on a wooden table",
+    "an astronaut riding a horse in space",
+    "a lighthouse during a storm",
+    "a cozy cabin in a snowy forest",
+    "a vintage train station at sunset"
+  ],
+  "seeds": [
+    1337,
+    1338,
+    1339,
+    1340,
+    1341,
+    1342,
+    1343,
+    1344,
+    1345,
+    1346,
+    1347,
+    1348,
+    1349,
+    1350,
+    1351,
+    1352
+  ],
+  "recipe": {
+    "scheduler": "DDIMScheduler",
+    "steps": 30,
+    "guidance_scale": 7.5,
+    "width": 512,
+    "height": 512,
+    "num_images_per_prompt": 1,
+    "negative_prompt": ""
+  }
+}
diff --git a/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/results.json b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/results.json
new file mode 100644
index 0000000000000000000000000000000000000000..022bf7382c45b87f2a99461aa8368c2914171733
--- /dev/null
+++ b/benchmarks/text-to-image/results/clover-small-model-comparison-20260825/results.json
@@ -0,0 +1,651 @@
+{
+  "schema_version": 1,
+  "benchmark": "clover-image-tiny-small-model-comparison",
+  "status": "completed",
+  "hardware": "Modal NVIDIA A10G",
+  "public_identity_note": "The compute account identity is intentionally omitted.",
+  "protocol": {
+    "prompt_count": 16,
+    "resolution": "512x512",
+    "scheduler": "DDIMScheduler",
+    "steps": 30,
+    "guidance_scale": 7.5,
+    "negative_prompt": "",
+    "same_prompts_and_seeds": true,
+    "metric_note": "CLIP cosine is a prompt-adherence proxy, not a human-quality score or a broad benchmark."
+  },
+  "models": {
+    "clover": {
+      "model_id": "neonforestmist/Clover-Image-Tiny",
+      "unet_parameters": 323384964,
+      "pipeline_parameters": 834080895,
+      "mean_latency_seconds": 1.0236609387499993,
+      "median_latency_seconds": 1.0218603120000012,
+      "peak_cuda_allocated_mb": 2233.00537109375,
+      "images": [
+        {
+          "index": 0,
+          "prompt": "a glass of red wine",
+          "seed": 1337,
+          "filename": "images/clover/01.png",
+          "latency_seconds": 1.018863851999999,
+          "nsfw_content_detected": false
+        },
+        {
+          "index": 1,
+          "prompt": "a tiny glass greenhouse glowing in a moonlit garden",
+          "seed": 1338,
+          "filename": "images/clover/02.png",
+          "latency_seconds": 1.0198377910000005,
+          "nsfw_content_detected": false
+        },
+        {
+          "index": 2,
+          "prompt": "daisies in a blue ceramic pot",
+          "seed": 1339,
+          "filename": "images/clover/03.png",
+          "latency_seconds": 1.0210941269999978,
+          "nsfw_content_detected": false
+        },
+        {
+          "index": 3,
+          "prompt": "snowy mountains under a cloudy sky",
+          "seed": 1340,
+          "filename": "images/clover/04.png",
+          "latency_seconds": 1.0256999709999945,
+          "nsfw_content_detected": false
+        },
+        {
+          "index": 4,
+          "prompt": "a desert with a big moon in the sky",
+          "seed": 1341,
+          "filename": "images/clover/05.png",
+          "latency_seconds": 1.0285651379999976,
+          "nsfw_content_detected": false
+        },
+        {
+          "index": 5,
+          "prompt": "a bouquet of blue flowers",
+          "seed": 1342,
+          "filename": "images/clover/06.png",
+          "latency_seconds": 1.0320804640000034,
+          "nsfw_content_detected": false
+        },
+        {
+          "index": 6,
+          "prompt": "a stained-glass window of a starry night",
+          "seed": 1343,
+          "filename": "images/clover/07.png",
+          "latency_seconds": 1.0325475239999946,
+          "nsfw_content_detected": false
+        },
+        {
+          "index": 7,
+          "prompt": "an origami heart on textured paper",
+          "seed": 1344,
+          "filename": "images/clover/08.png",
+          "latency_seconds": 1.030812417,
+          "nsfw_content_detected": false
+        },
+        {
+          "index": 8,
+          "prompt": "an anime boy with light blue hair and eyes",
+          "seed": 1345,
+          "filename": "images/clover/09.png",
+          "latency_seconds": 1.0281581739999979,
+          "nsfw_content_detected": false
+        },
+        {
+          "index": 9,
+          "prompt": "a red bicycle beside a yellow cottage",
+          "seed": 1346,
+          "filename": "images/clover/10.png",
+          "latency_seconds": 1.0183845560000009,
+          "nsfw_content_detected": false
+        },
+        {
+          "index": 10,
+          "prompt": "a small blue cat beside a quiet garden stream",
+          "seed": 1347,
+          "filename": "images/clover/11.png",
+          "latency_seconds": 1.0218603120000012,
+          "nsfw_content_detected": false
+        },
+        {
+          "index": 11,
+          "prompt": "a bowl of colorful fruit on a wooden table",
+          "seed": 1348,
+          "filename": "images/clover/12.png",
+          "latency_seconds": 1.0176252790000007,
+          "nsfw_content_detected": false
+        },
+        {
+          "index": 12,
+          "prompt": "an astronaut riding a horse in space",
+          "seed": 1349,
+          "filename": "images/clover/13.png",
+          "latency_seconds": 1.0211727410000009,
+          "nsfw_content_detected": false
+        },
+        {
+          "index": 13,
+          "prompt": "a lighthouse during a storm",
+          "seed": 1350,
+          "filename": "images/clover/14.png",
+          "latency_seconds": 1.0200448610000024,
+          "nsfw_content_detected": false
+        },
+        {
+          "index": 14,
+          "prompt": "a cozy cabin in a snowy forest",
+          "seed": 1351,
+          "filename": "images/clover/15.png",
+          "latency_seconds": 1.0233569970000005,
+          "nsfw_content_detected": false
+        },
+        {
+          "index": 15,
+          "prompt": "a vintage train station at sunset",
+          "seed": 1352,
+          "filename": "images/clover/16.png",
+          "latency_seconds": 1.0184708159999971,
+          "nsfw_content_detected": false
+        }
+      ],
+      "clip_prompt_cosine_mean": 0.3194580078125,
+      "clip_prompt_cosine_median": 0.31591796875,
+      "clip_prompt_cosine_scores": [
+        0.28955078125,
+        0.34033203125,
+        0.3642578125,
+        0.29150390625,
+        0.314697265625,
+        0.337890625,
+        0.308349609375,
+        0.32763671875,
+        0.283935546875,
+        0.37255859375,
+        0.340087890625,
+        0.302978515625,
+        0.334716796875,
+        0.31591796875,
+        0.29345703125,
+        0.29345703125
+      ]
+    },
+    "base_bk_sdm_tiny_2m": {
+      "model_id": "nota-ai/bk-sdm-tiny-2m",
+      "unet_parameters": 323384964,
+      "pipeline_parameters": 834080895,
+      "mean_latency_seconds": 1.0266478216249988,
+      "median_latency_seconds": 1.0274190099999885,
+      "peak_cuda_allocated_mb": 2230.04443359375,
+      "images": [
+        {
+          "index": 0,
+          "prompt": "a glass of red wine",
+          "seed": 1337,
+          "filename": "images/base_bk_sdm_tiny_2m/01.png",
+          "latency_seconds": 1.0210932189999937,
+          "nsfw_content_detected": false
+        },
+        {
+          "index": 1,
+          "prompt": "a tiny glass greenhouse glowing in a moonlit garden",
+          "seed": 1338,
+          "filename": "images/base_bk_sdm_tiny_2m/02.png",
+          "latency_seconds": 1.0216277930000075,
+          "nsfw_content_detected": false
+        },
+        {
+          "index": 2,
+          "prompt": "daisies in a blue ceramic pot",
+          "seed": 1339,
+          "filename": "images/base_bk_sdm_tiny_2m/03.png",
+          "latency_seconds": 1.023421669000001,
+          "nsfw_content_detected": false
+        },
+        {
+          "index": 3,
+          "prompt": "snowy mountains under a cloudy sky",
+          "seed": 1340,
+          "filename": "images/base_bk_sdm_tiny_2m/04.png",
+          "latency_seconds": 1.0202314729999955,
+          "nsfw_content_detected": false
+        },
+        {
+          "index": 4,
+          "prompt": "a desert with a big moon in the sky",
+          "seed": 1341,
+          "filename": "images/base_bk_sdm_tiny_2m/05.png",
+          "latency_seconds": 1.025036294000003,
+          "nsfw_content_detected": false
+        },
+        {
+          "index": 5,
+          "prompt": "a bouquet of blue flowers",
+          "seed": 1342,
+          "filename": "images/base_bk_sdm_tiny_2m/06.png",
+          "latency_seconds": 1.0208058260000001,
+          "nsfw_content_detected": false
+        },
+        {
+          "index": 6,
+          "prompt": "a stained-glass window of a starry night",
+          "seed": 1343,
+          "filename": "images/base_bk_sdm_tiny_2m/07.png",
+          "latency_seconds": 1.025285402999998,
+          "nsfw_content_detected": false
+        },
+        {
+          "index": 7,
+          "prompt": "an origami heart on textured paper",
+          "seed": 1344,
+          "filename": "images/base_bk_sdm_tiny_2m/08.png",
+          "latency_seconds": 1.028278427999993,
+          "nsfw_content_detected": false
+        },
+        {
+          "index": 8,
+          "prompt": "an anime boy with light blue hair and eyes",
+          "seed": 1345,
+          "filename": "images/base_bk_sdm_tiny_2m/09.png",
+          "latency_seconds": 1.0274190099999885,
+          "nsfw_content_detected": false
+        },
+        {
+          "index": 9,
+          "prompt": "a red bicycle beside a yellow cottage",
+          "seed": 1346,
+          "filename": "images/base_bk_sdm_tiny_2m/10.png",
+          "latency_seconds": 1.0245180830000038,
+          "nsfw_content_detected": false
+        },
+        {
+          "index": 10,
+          "prompt": "a small blue cat beside a quiet garden stream",
+          "seed": 1347,
+          "filename": "images/base_bk_sdm_tiny_2m/11.png",
+          "latency_seconds": 1.035474889999989,
+          "nsfw_content_detected": false
+        },
+        {
+          "index": 11,
+          "prompt": "a bowl of colorful fruit on a wooden table",
+          "seed": 1348,
+          "filename": "images/base_bk_sdm_tiny_2m/12.png",
+          "latency_seconds": 1.0314921660000067,
+          "nsfw_content_detected": false
+        },
+        {
+          "index": 12,
+          "prompt": "an astronaut riding a horse in space",
+          "seed": 1349,
+          "filename": "images/base_bk_sdm_tiny_2m/13.png",
+          "latency_seconds": 1.0289283080000047,
+          "nsfw_content_detected": false
+        },
+        {
+          "index": 13,
+          "prompt": "a lighthouse during a storm",
+          "seed": 1350,
+          "filename": "images/base_bk_sdm_tiny_2m/14.png",
+          "latency_seconds": 1.0292085069999928,
+          "nsfw_content_detected": false
+        },
+        {
+          "index": 14,
+          "prompt": "a cozy cabin in a snowy forest",
+          "seed": 1351,
+          "filename": "images/base_bk_sdm_tiny_2m/15.png",
+          "latency_seconds": 1.0328444600000068,
+          "nsfw_content_detected": false
+        },
+        {
+          "index": 15,
+          "prompt": "a vintage train station at sunset",
+          "seed": 1352,
+          "filename": "images/base_bk_sdm_tiny_2m/16.png",
+          "latency_seconds": 1.0306996169999962,
+          "nsfw_content_detected": false
+        }
+      ],
+      "clip_prompt_cosine_mean": 0.3245697021484375,
+      "clip_prompt_cosine_median": 0.3369140625,
+      "clip_prompt_cosine_scores": [
+        0.279541015625,
+        0.35546875,
+        0.35791015625,
+        0.297119140625,
+        0.3193359375,
+        0.3369140625,
+        0.343505859375,
+        0.349365234375,
+        0.294677734375,
+        0.33984375,
+        0.346923828125,
+        0.289794921875,
+        0.352294921875,
+        0.3212890625,
+        0.284912109375,
+        0.32421875
+      ]
+    },
+    "segmind_tiny_sd": {
+      "model_id": "segmind/tiny-sd",
+      "unet_parameters": 323384964,
+      "pipeline_parameters": 530099307,
+      "mean_latency_seconds": 1.028414581125003,
+      "median_latency_seconds": 1.0281467260000028,
+      "peak_cuda_allocated_mb": 1648.890625,
+      "images": [
+        {
+          "index": 0,
+          "prompt": "a glass of red wine",
+          "seed": 1337,
+          "filename": "images/segmind_tiny_sd/01.png",
+          "latency_seconds": 1.026487249000013,
+          "nsfw_content_detected": null
+        },
+        {
+          "index": 1,
+          "prompt": "a tiny glass greenhouse glowing in a moonlit garden",
+          "seed": 1338,
+          "filename": "images/segmind_tiny_sd/02.png",
+          "latency_seconds": 1.0242416890000072,
+          "nsfw_content_detected": null
+        },
+        {
+          "index": 2,
+          "prompt": "daisies in a blue ceramic pot",
+          "seed": 1339,
+          "filename": "images/segmind_tiny_sd/03.png",
+          "latency_seconds": 1.026501624000005,
+          "nsfw_content_detected": null
+        },
+        {
+          "index": 3,
+          "prompt": "snowy mountains under a cloudy sky",
+          "seed": 1340,
+          "filename": "images/segmind_tiny_sd/04.png",
+          "latency_seconds": 1.027224125999993,
+          "nsfw_content_detected": null
+        },
+        {
+          "index": 4,
+          "prompt": "a desert with a big moon in the sky",
+          "seed": 1341,
+          "filename": "images/segmind_tiny_sd/05.png",
+          "latency_seconds": 1.026992110000009,
+          "nsfw_content_detected": null
+        },
+        {
+          "index": 5,
+          "prompt": "a bouquet of blue flowers",
+          "seed": 1342,
+          "filename": "images/segmind_tiny_sd/06.png",
+          "latency_seconds": 1.0305713260000005,
+          "nsfw_content_detected": null
+        },
+        {
+          "index": 6,
+          "prompt": "a stained-glass window of a starry night",
+          "seed": 1343,
+          "filename": "images/segmind_tiny_sd/07.png",
+          "latency_seconds": 1.0300191019999971,
+          "nsfw_content_detected": null
+        },
+        {
+          "index": 7,
+          "prompt": "an origami heart on textured paper",
+          "seed": 1344,
+          "filename": "images/segmind_tiny_sd/08.png",
+          "latency_seconds": 1.0301528690000055,
+          "nsfw_content_detected": null
+        },
+        {
+          "index": 8,
+          "prompt": "an anime boy with light blue hair and eyes",
+          "seed": 1345,
+          "filename": "images/segmind_tiny_sd/09.png",
+          "latency_seconds": 1.0320162440000047,
+          "nsfw_content_detected": null
+        },
+        {
+          "index": 9,
+          "prompt": "a red bicycle beside a yellow cottage",
+          "seed": 1346,
+          "filename": "images/segmind_tiny_sd/10.png",
+          "latency_seconds": 1.0314293050000032,
+          "nsfw_content_detected": null
+        },
+        {
+          "index": 10,
+          "prompt": "a small blue cat beside a quiet garden stream",
+          "seed": 1347,
+          "filename": "images/segmind_tiny_sd/11.png",
+          "latency_seconds": 1.027782067000004,
+          "nsfw_content_detected": null
+        },
+        {
+          "index": 11,
+          "prompt": "a bowl of colorful fruit on a wooden table",
+          "seed": 1348,
+          "filename": "images/segmind_tiny_sd/12.png",
+          "latency_seconds": 1.0289372499999985,
+          "nsfw_content_detected": null
+        },
+        {
+          "index": 12,
+          "prompt": "an astronaut riding a horse in space",
+          "seed": 1349,
+          "filename": "images/segmind_tiny_sd/13.png",
+          "latency_seconds": 1.0274057980000038,
+          "nsfw_content_detected": null
+        },
+        {
+          "index": 13,
+          "prompt": "a lighthouse during a storm",
+          "seed": 1350,
+          "filename": "images/segmind_tiny_sd/14.png",
+          "latency_seconds": 1.029125651000001,
+          "nsfw_content_detected": null
+        },
+        {
+          "index": 14,
+          "prompt": "a cozy cabin in a snowy forest",
+          "seed": 1351,
+          "filename": "images/segmind_tiny_sd/15.png",
+          "latency_seconds": 1.0276001619999988,
+          "nsfw_content_detected": null
+        },
+        {
+          "index": 15,
+          "prompt": "a vintage train station at sunset",
+          "seed": 1352,
+          "filename": "images/segmind_tiny_sd/16.png",
+          "latency_seconds": 1.0281467260000028,
+          "nsfw_content_detected": null
+        }
+      ],
+      "clip_prompt_cosine_mean": 0.3345184326171875,
+      "clip_prompt_cosine_median": 0.32568359375,
+      "clip_prompt_cosine_scores": [
+        0.3115234375,
+        0.376708984375,
+        0.3740234375,
+        0.302734375,
+        0.305908203125,
+        0.337646484375,
+        0.292236328125,
+        0.353271484375,
+        0.32568359375,
+        0.3505859375,
+        0.382080078125,
+        0.323486328125,
+        0.35546875,
+        0.322509765625,
+        0.324951171875,
+        0.3134765625
+      ]
+    },
+    "bk_sdm_v2_tiny": {
+      "model_id": "nota-ai/bk-sdm-v2-tiny",
+      "unet_parameters": 326825604,
+      "pipeline_parameters": 750867307,
+      "mean_latency_seconds": 0.9565224002500035,
+      "median_latency_seconds": 0.9573710210000002,
+      "peak_cuda_allocated_mb": 2067.1474609375,
+      "images": [
+        {
+          "index": 0,
+          "prompt": "a glass of red wine",
+          "seed": 1337,
+          "filename": "images/bk_sdm_v2_tiny/01.png",
+          "latency_seconds": 0.9575570599999992,
+          "nsfw_content_detected": null
+        },
+        {
+          "index": 1,
+          "prompt": "a tiny glass greenhouse glowing in a moonlit garden",
+          "seed": 1338,
+          "filename": "images/bk_sdm_v2_tiny/02.png",
+          "latency_seconds": 0.9568800220000071,
+          "nsfw_content_detected": null
+        },
+        {
+          "index": 2,
+          "prompt": "daisies in a blue ceramic pot",
+          "seed": 1339,
+          "filename": "images/bk_sdm_v2_tiny/03.png",
+          "latency_seconds": 0.9564285730000108,
+          "nsfw_content_detected": null
+        },
+        {
+          "index": 3,
+          "prompt": "snowy mountains under a cloudy sky",
+          "seed": 1340,
+          "filename": "images/bk_sdm_v2_tiny/04.png",
+          "latency_seconds": 0.9575230169999998,
+          "nsfw_content_detected": null
+        },
+        {
+          "index": 4,
+          "prompt": "a desert with a big moon in the sky",
+          "seed": 1341,
+          "filename": "images/bk_sdm_v2_tiny/05.png",
+          "latency_seconds": 0.9595057250000139,
+          "nsfw_content_detected": null
+        },
+        {
+          "index": 5,
+          "prompt": "a bouquet of blue flowers",
+          "seed": 1342,
+          "filename": "images/bk_sdm_v2_tiny/06.png",
+          "latency_seconds": 0.9604668260000153,
+          "nsfw_content_detected": null
+        },
+        {
+          "index": 6,
+          "prompt": "a stained-glass window of a starry night",
+          "seed": 1343,
+          "filename": "images/bk_sdm_v2_tiny/07.png",
+          "latency_seconds": 0.9521341230000075,
+          "nsfw_content_detected": null
+        },
+        {
+          "index": 7,
+          "prompt": "an origami heart on textured paper",
+          "seed": 1344,
+          "filename": "images/bk_sdm_v2_tiny/08.png",
+          "latency_seconds": 0.9510829680000086,
+          "nsfw_content_detected": null
+        },
+        {
+          "index": 8,
+          "prompt": "an anime boy with light blue hair and eyes",
+          "seed": 1345,
+          "filename": "images/bk_sdm_v2_tiny/09.png",
+          "latency_seconds": 0.9522871759999987,
+          "nsfw_content_detected": null
+        },
+        {
+          "index": 9,
+          "prompt": "a red bicycle beside a yellow cottage",
+          "seed": 1346,
+          "filename": "images/bk_sdm_v2_tiny/10.png",
+          "latency_seconds": 0.9535788139999966,
+          "nsfw_content_detected": null
+        },
+        {
+          "index": 10,
+          "prompt": "a small blue cat beside a quiet garden stream",
+          "seed": 1347,
+          "filename": "images/bk_sdm_v2_tiny/11.png",
+          "latency_seconds": 0.9573710210000002,
+          "nsfw_content_detected": null
+        },
+        {
+          "index": 11,
+          "prompt": "a bowl of colorful fruit on a wooden table",
+          "seed": 1348,
+          "filename": "images/bk_sdm_v2_tiny/12.png",
+          "latency_seconds": 0.956059836999998,
+          "nsfw_content_detected": null
+        },
+        {
+          "index": 12,
+          "prompt": "an astronaut riding a horse in space",
+          "seed": 1349,
+          "filename": "images/bk_sdm_v2_tiny/13.png",
+          "latency_seconds": 0.9589867990000016,
+          "nsfw_content_detected": null
+        },
+        {
+          "index": 13,
+          "prompt": "a lighthouse during a storm",
+          "seed": 1350,
+          "filename": "images/bk_sdm_v2_tiny/14.png",
+          "latency_seconds": 0.9607886119999876,
+          "nsfw_content_detected": null
+        },
+        {
+          "index": 14,
+          "prompt": "a cozy cabin in a snowy forest",
+          "seed": 1351,
+          "filename": "images/bk_sdm_v2_tiny/15.png",
+          "latency_seconds": 0.9553326120000065,
+          "nsfw_content_detected": null
+        },
+        {
+          "index": 15,
+          "prompt": "a vintage train station at sunset",
+          "seed": 1352,
+          "filename": "images/bk_sdm_v2_tiny/16.png",
+          "latency_seconds": 0.9583752190000041,
+          "nsfw_content_detected": null
+        }
+      ],
+      "clip_prompt_cosine_mean": 0.3303070068359375,
+      "clip_prompt_cosine_median": 0.328369140625,
+      "clip_prompt_cosine_scores": [
+        0.302001953125,
+        0.37939453125,
+        0.336669921875,
+        0.30517578125,
+        0.328369140625,
+        0.3330078125,
+        0.3818359375,
+        0.287841796875,
+        0.295654296875,
+        0.340576171875,
+        0.365966796875,
+        0.315185546875,
+        0.36865234375,
+        0.322509765625,
+        0.3134765625,
+        0.30859375
+      ]
+    }
+  }
+}